{"meta":{"query_hash":"0422dd66b795","filters":{"venue":"Perioperative Medicine"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0422dd66b795","api":"https://metacan.xera.ac/api/v1/cohort?venue=Perioperative+Medicine"},"results":[{"id":"W2101476075","doi":"10.1186/s13741-015-0014-z","title":"Perioperative fluid therapy: a statement from the international Fluid Optimization Group","year":2015,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Pacira BioSciences; Masimo; University College London Hospitals NHS Foundation Trust; AcelRx Pharmaceuticals; Edwards Lifesciences; Purdue University","keywords":"Perioperative; Medicine; Intensive care medicine; Resuscitation; Intravascular volume status; Intensive care unit; Intravenous fluid; Blood pressure; Emergency medicine; Anesthesia; Internal medicine","score_opus":0.062124213712556386,"score_gpt":0.3287098647159734,"score_spread":0.266585651003417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101476075","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000636915,0.097846255,0.0020608266,0.8443892,0.047532696,0.00038298866,0.00038251033,0.000059540987,0.0067090504],"genre_scores_gemma":[0.010897172,0.2271924,0.02710834,0.639164,0.080532335,0.002320196,0.0018286767,0.00024037766,0.010716534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97280425,0.0074867737,0.007461263,0.0013915593,0.009343128,0.0015130838],"domain_scores_gemma":[0.95703,0.013402217,0.004967999,0.0015888918,0.017781511,0.005229433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.043940198,0.00271688,0.0026934363,0.0032015655,0.002604991,0.007227096,0.004073572,0.021022268,0.0019111343],"category_scores_gemma":[0.047035493,0.000981436,0.0028010828,0.003925951,0.0044833887,0.006761782,0.0065383175,0.026387848,0.003349306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000145195,0.00016457912,0.0014872504,0.0020535176,0.000055183056,0.00037547105,0.0008597512,0.00032496263,0.0007610032,0.0076265386,0.88687825,0.09926838],"study_design_scores_gemma":[0.00007052381,0.00009628318,0.0020638972,0.007886543,0.00007284982,0.00051807775,0.0006169659,0.00020612171,0.0005980411,0.00466176,0.9831245,0.00008454548],"about_ca_topic_score_codex":0.004239837,"about_ca_topic_score_gemma":0.0030351805,"teacher_disagreement_score":0.043940198,"about_ca_system_score_codex":0.0041801753,"about_ca_system_score_gemma":0.03324213,"threshold_uncertainty_score":0.23238075},"labels":[],"label_agreement":null},{"id":"W2102873919","doi":"10.1186/2047-0525-2-4","title":"Preoperative cardiopulmonary exercise testing in England – a national survey","year":2013,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Physical therapy; Cardiopulmonary bypass; Internal medicine; Cardiology","score_opus":0.053946246743454086,"score_gpt":0.3082928821856526,"score_spread":0.2543466354421985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102873919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98422575,0.0013389098,0.00014435535,0.0011813866,0.000028798171,0.00007738613,0.010781961,0.0000105213885,0.0022109763],"genre_scores_gemma":[0.99417526,0.00084297534,0.00014595002,0.0006022218,0.00001834782,0.0000812889,0.003722554,0.0000040814307,0.00040731407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978503,0.00053930044,0.0006061969,0.00030653924,0.00042342048,0.00027416876],"domain_scores_gemma":[0.9947178,0.0006674923,0.002618477,0.0002623122,0.00095134886,0.00078266044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011353052,0.00015050611,0.00032085052,0.0008609884,0.00024109622,0.00062679814,0.00044552644,0.00061536656,0.0021959038],"category_scores_gemma":[0.004127048,0.00038239761,0.00034687624,0.0015778788,0.000269285,0.0010871472,0.0010643937,0.0005738868,0.0006011285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037034402,0.000035400702,0.9960373,0.00012930084,0.000027287017,0.000106320025,0.0003874811,0.000038900056,0.00012539489,0.000027235852,0.0013995911,0.0016488201],"study_design_scores_gemma":[0.0000025506358,0.0000248813,0.99897695,0.00003576605,0.0000032399548,0.00008634687,0.0003209476,0.00003965973,0.000009483786,0.0000048124416,0.0004928342,0.0000026213995],"about_ca_topic_score_codex":0.061498564,"about_ca_topic_score_gemma":0.057944126,"teacher_disagreement_score":0.061498564,"about_ca_system_score_codex":0.00097453536,"about_ca_system_score_gemma":0.0007473977,"threshold_uncertainty_score":0.122281194},"labels":[],"label_agreement":null},{"id":"W2131306453","doi":"10.1186/2047-0525-2-14","title":"What evidence is there for intraoperative predictors of perioperative cardiac outcomes? A systematic review","year":2013,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute","funders":"Medical Research Council; Canadian Institutes of Health Research; Inyuvesi Yakwazulu-Natali","keywords":"Medicine; Perioperative; Odds ratio; Cardiac surgery; Confidence interval; Cochrane Library; Blood pressure; Atrial fibrillation; Adverse effect; Tachycardia; Internal medicine; Anesthesia; Cardiology; Vascular surgery","score_opus":0.09055514725585695,"score_gpt":0.40383529761205245,"score_spread":0.3132801503561955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131306453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018522597,0.995817,0.0002074113,0.00060958136,0.00013507289,0.00031492332,0.0007363333,0.000013631628,0.00031376645],"genre_scores_gemma":[0.038202424,0.9582905,0.00076254347,0.0011661169,0.00015659072,0.00083340524,0.00043778162,0.000013787166,0.00013679867],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98748904,0.0044882107,0.0048895036,0.0009665604,0.0017980867,0.00036845682],"domain_scores_gemma":[0.9247845,0.054081243,0.0145676145,0.00095012254,0.0049645086,0.00065209734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012759602,0.0017410575,0.014376564,0.012445936,0.00077297824,0.004231276,0.0026696178,0.0025938558,0.0071338844],"category_scores_gemma":[0.08303512,0.0018344398,0.012317436,0.012821014,0.001612454,0.0041322447,0.002124483,0.0016503972,0.00049562927],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023284633,0.000010225306,0.0018164226,0.9640484,0.020096377,0.00008317735,0.00014835419,0.000059770922,0.00006408797,0.00014738948,0.0008274024,0.012465673],"study_design_scores_gemma":[0.00037000043,0.00013799086,0.005860592,0.8203713,0.16514897,0.00028271013,0.0002748603,0.00009308168,0.000102216574,0.00032886182,0.0069898902,0.000039406044],"about_ca_topic_score_codex":0.0111097,"about_ca_topic_score_gemma":0.02917306,"teacher_disagreement_score":0.014376564,"about_ca_system_score_codex":0.004694338,"about_ca_system_score_gemma":0.013469435,"threshold_uncertainty_score":0.06748003},"labels":[],"label_agreement":null},{"id":"W2509635547","doi":"10.1186/s13741-016-0045-0","title":"Proceedings of the American Society for Enhanced Recovery/Evidence Based Peri-Operative Medicine 2016 Annual Congress of Enhanced Recovery and Perioperative Medicine","year":2016,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital; McGill University Health Centre","funders":"","keywords":"Miller; Perioperative; Medicine; Art history; Art; Surgery","score_opus":0.025180885530916627,"score_gpt":0.3146917475435909,"score_spread":0.2895108620126743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509635547","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005614596,0.1416139,0.008377664,0.21832854,0.28423908,0.0010232762,0.0016656746,0.0006264941,0.3385107],"genre_scores_gemma":[0.045275643,0.24819878,0.010471891,0.031134287,0.1271633,0.0015305491,0.0028695348,0.00050981145,0.5328463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997465,0.00051449327,0.0002672839,0.00027915987,0.001184812,0.0002892587],"domain_scores_gemma":[0.99277014,0.0007714973,0.0006008616,0.00031751767,0.0033331576,0.0022068426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060240724,0.001210999,0.00084010174,0.0016551921,0.0010943605,0.0048824092,0.0011112166,0.0028732766,0.06706849],"category_scores_gemma":[0.010537664,0.00039144483,0.0011510688,0.00083408866,0.0009789201,0.001967975,0.0041393996,0.0050793476,0.027774733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012217328,0.00010149376,0.0008675482,0.0005213758,0.0000443327,0.00014771889,0.00012102971,0.00016220513,0.00066580315,0.002766389,0.8176827,0.17679723],"study_design_scores_gemma":[0.000018550027,0.000040044335,0.0016442165,0.0010291585,0.000015120308,0.00020743991,0.00010409071,0.00014367476,0.0002083422,0.0012717454,0.9953011,0.00001641441],"about_ca_topic_score_codex":0.0019521669,"about_ca_topic_score_gemma":0.0041454267,"teacher_disagreement_score":0.06706849,"about_ca_system_score_codex":0.0018553046,"about_ca_system_score_gemma":0.006344643,"threshold_uncertainty_score":0.22436643},"labels":[],"label_agreement":null},{"id":"W2597135812","doi":"10.1186/s13741-017-0062-7","title":"American Society for Enhanced Recovery (ASER) and Perioperative Quality Initiative (POQI) joint consensus statement on measurement to maintain and improve quality of enhanced recovery pathways for elective colorectal surgery","year":2017,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Pacira BioSciences","keywords":"Quality (philosophy); Quality management; Data collection; Process (computing); Colorectal surgery; Computer science; Clinical Practice; Perioperative; Medicine; Process management; Operations management; Surgery; Business; Nursing; Engineering; Management system","score_opus":0.13798060059577785,"score_gpt":0.3740599447131767,"score_spread":0.23607934411739886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597135812","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023937246,0.08868225,0.2984373,0.46792522,0.017625447,0.011458502,0.008060071,0.0014190921,0.082454935],"genre_scores_gemma":[0.19912298,0.06895393,0.65489215,0.038907833,0.003410532,0.017637484,0.010452223,0.00037312004,0.006249727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.87293637,0.06311255,0.028761078,0.0026906887,0.02991411,0.0025851852],"domain_scores_gemma":[0.71866775,0.086932756,0.030043198,0.009468842,0.14595577,0.008931697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1692648,0.0012144175,0.0019318775,0.008432902,0.0026333139,0.0044709984,0.0041250614,0.0032298092,0.0022396392],"category_scores_gemma":[0.1871225,0.0004982257,0.003132646,0.006024595,0.0038142148,0.0035536822,0.008236316,0.007201447,0.0011539046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026961,0.00079847267,0.053579174,0.014912121,0.0007327981,0.00019796919,0.0030990369,0.0044559217,0.001276473,0.07737742,0.23112828,0.6121727],"study_design_scores_gemma":[0.00040607253,0.0013071476,0.11295152,0.07192838,0.0012258447,0.0009700573,0.007935697,0.012877648,0.0055943388,0.119483724,0.6646783,0.00064134365],"about_ca_topic_score_codex":0.01478447,"about_ca_topic_score_gemma":0.020437999,"teacher_disagreement_score":0.1692648,"about_ca_system_score_codex":0.008438934,"about_ca_system_score_gemma":0.066803165,"threshold_uncertainty_score":0.8951685},"labels":[],"label_agreement":null},{"id":"W2806591991","doi":"10.1186/s13741-018-0092-9","title":"Perioperative corticosteroid administration: a systematic review and descriptive analysis","year":2018,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Perioperative; Adrenal insufficiency; Corticosteroid; Placebo; Randomized controlled trial; Incidence (geometry); Cohort; Adverse effect; Cohort study; Surgery; Anesthesia; Internal medicine","score_opus":0.06236205251126325,"score_gpt":0.3802068326428865,"score_spread":0.31784478013162326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806591991","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009431915,0.9778951,0.0010696142,0.00041178236,0.00012960019,0.005987594,0.0043018167,0.000031167114,0.0007413613],"genre_scores_gemma":[0.11197622,0.85910934,0.005224684,0.0011054208,0.00015684316,0.019531658,0.0024654628,0.00003387904,0.00039663026],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96970356,0.007446583,0.015839072,0.0016212589,0.004720277,0.0006691738],"domain_scores_gemma":[0.9232378,0.051157314,0.016100476,0.0012853985,0.0076851924,0.0005338748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019141188,0.0018943498,0.014155847,0.022793373,0.0009789533,0.0029192914,0.0024114123,0.0016568706,0.0048438786],"category_scores_gemma":[0.07830452,0.0013618816,0.014473479,0.026212303,0.0011836016,0.00291914,0.0020291032,0.0014505169,0.00043878928],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000403627,0.000029940067,0.0042136624,0.953452,0.026303144,0.00021946704,0.00037796807,0.00014051705,0.00009545499,0.00020824984,0.0010482591,0.013507711],"study_design_scores_gemma":[0.00087008474,0.0005280654,0.017326659,0.6831984,0.28244826,0.000866562,0.0010898929,0.00031530028,0.00029360602,0.00058839936,0.012373873,0.000100934536],"about_ca_topic_score_codex":0.0073541203,"about_ca_topic_score_gemma":0.01954829,"teacher_disagreement_score":0.022793373,"about_ca_system_score_codex":0.0056424146,"about_ca_system_score_gemma":0.013929246,"threshold_uncertainty_score":0.10122943},"labels":[],"label_agreement":null},{"id":"W2893045317","doi":"10.1186/s13741-018-0103-x","title":"Pulmonary artery catheter use in adult patients undergoing cardiac surgery: a retrospective, cohort study","year":2018,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Edwards Lifesciences","keywords":"Medicine; Retrospective cohort study; EuroSCORE; Cardiac surgery; Propensity score matching; Cohort; Internal medicine; Cardiopulmonary bypass; Pulmonary artery; Surgery; Cardiology","score_opus":0.019325924529834795,"score_gpt":0.28084567546578115,"score_spread":0.26151975093594637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893045317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99915326,0.00013718756,0.000099767145,0.000017056269,0.0000041297512,0.000024784345,0.00039168372,0.0000021473716,0.0001700184],"genre_scores_gemma":[0.9991197,0.00013848547,0.00013407925,0.000042273117,0.000011612464,0.000024805622,0.0004739711,0.0000022333022,0.00005284518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866307,0.0002461343,0.00022988168,0.0004400539,0.00026103642,0.00015974513],"domain_scores_gemma":[0.99757725,0.00033029783,0.0012147379,0.00033508978,0.00024789647,0.00029462925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013637261,0.00034034482,0.0005210596,0.0010586395,0.00058094074,0.0009482992,0.00046295868,0.00049779343,0.000836025],"category_scores_gemma":[0.0028878038,0.0005873798,0.0006232107,0.0018101361,0.0003312079,0.0009857992,0.0006009758,0.0007545919,0.00019299332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006364502,0.00003666434,0.9992594,0.0000059327276,0.000058771548,0.000062595944,0.000060918566,0.000013477231,0.00008298509,0.000009913065,0.000041997326,0.00030365022],"study_design_scores_gemma":[0.000014873141,0.00020360651,0.99856275,0.0000082516335,0.000060082115,0.0004890354,0.00027799528,0.00017102913,0.000040715553,0.000012470341,0.00015337607,0.0000058939495],"about_ca_topic_score_codex":0.007360618,"about_ca_topic_score_gemma":0.009387636,"teacher_disagreement_score":0.007360618,"about_ca_system_score_codex":0.00045939416,"about_ca_system_score_gemma":0.00064617343,"threshold_uncertainty_score":0.014635503},"labels":[],"label_agreement":null},{"id":"W2994082334","doi":"10.1186/s13741-019-0127-x","title":"Cannabis-based medicines and the perioperative physician","year":2019,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Cannabis; Medicine; Perioperative; Dosing; Effects of cannabis; Clinical pharmacology; Intensive care medicine; Psychiatry; Pharmacology; Anesthesia","score_opus":0.05366384145905167,"score_gpt":0.3948659431846271,"score_spread":0.3412021017255754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994082334","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000113794864,0.99835986,0.00002210953,0.00061217457,0.00014122417,0.0000017893176,0.000008147686,0.0000019367296,0.0007389709],"genre_scores_gemma":[0.0016705978,0.99724627,0.00007534719,0.00042218747,0.00019497704,0.0000026820235,0.0000123911595,6.0524343e-7,0.00037497937],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996276,0.00011046858,0.00006786392,0.000040273826,0.00012671422,0.000027117663],"domain_scores_gemma":[0.9992482,0.0004440308,0.00011891785,0.000011669158,0.00014714478,0.000030043238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049623835,0.00036497018,0.0006354722,0.0016248085,0.00034283573,0.001073629,0.00038844455,0.001029698,0.004648094],"category_scores_gemma":[0.0016082842,0.00016168974,0.0005789713,0.0013859873,0.00035465334,0.00092022464,0.00054033083,0.0011322729,0.0007023136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116531926,0.00005242726,0.0005651592,0.052995987,0.00019809329,0.00043493812,0.00022147619,0.00015535804,0.00072356866,0.0038922292,0.036438424,0.90420574],"study_design_scores_gemma":[0.000023790122,0.00009005869,0.0029883515,0.039715167,0.00042748798,0.0038126416,0.00032789973,0.00008919727,0.000336979,0.0026859187,0.94947845,0.000024085455],"about_ca_topic_score_codex":0.0032177703,"about_ca_topic_score_gemma":0.006796524,"teacher_disagreement_score":0.004648094,"about_ca_system_score_codex":0.00070736656,"about_ca_system_score_gemma":0.0017442618,"threshold_uncertainty_score":0.015549421},"labels":[],"label_agreement":null},{"id":"W3055400041","doi":"10.1186/s13741-020-00155-3","title":"Pain and haemorrhage are the most common reasons for emergency department use and hospital admission in adults following ambulatory surgery: results of a population-based cohort study","year":2020,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Nausea and vomiting management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; South Health Campus; University of Calgary; Kingston General Hospital; Queen's University","funders":"Queen's University; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Ambulatory; Emergency department; Emergency medicine; Cohort; Hospital admission; Population; Medical emergency; Surgery; Internal medicine; Psychiatry","score_opus":0.03022769726101386,"score_gpt":0.29863424475222544,"score_spread":0.26840654749121157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3055400041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975574,0.00023778551,0.000051845258,0.00008965749,0.0000074706136,0.000028516648,0.0016304604,0.000002887086,0.0003938637],"genre_scores_gemma":[0.998439,0.00020300472,0.00008164243,0.00004391817,0.000008567554,0.000016033035,0.0009961998,0.0000021426401,0.00020951389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992235,0.00007509646,0.000085152096,0.00015817073,0.00024757558,0.00021054856],"domain_scores_gemma":[0.9985104,0.00008546544,0.00058328715,0.00010600811,0.0003940838,0.00032068638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006828116,0.00036103048,0.00033651348,0.0007463226,0.001012929,0.0009360624,0.00070992135,0.00046050712,0.0013759873],"category_scores_gemma":[0.0020803716,0.00039584885,0.0010079852,0.0018046544,0.00035297478,0.0004532287,0.0006207958,0.0007047078,0.00018750523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002454127,0.000012934647,0.99942505,0.0000046690793,0.00003079445,0.0000252474,0.00008610537,0.00000511216,0.000028615164,0.0000037652596,0.00009995678,0.00025312652],"study_design_scores_gemma":[0.0000036863457,0.000017854647,0.9995413,0.00000502649,0.000016163945,0.000043482498,0.0002299849,0.000033190467,0.0000059900954,0.000002586934,0.00009861735,0.0000020660723],"about_ca_topic_score_codex":0.60409063,"about_ca_topic_score_gemma":0.70379543,"teacher_disagreement_score":0.60409063,"about_ca_system_score_codex":0.0024795248,"about_ca_system_score_gemma":0.003438898,"threshold_uncertainty_score":0.7964819},"labels":[],"label_agreement":null},{"id":"W3108380471","doi":"10.1186/s13741-020-00163-3","title":"The effect of adding goal-directed hemodynamic management for elective patients in an established enhanced recovery program for colorectal surgery: results of quasi-experimental pragmatic trial","year":2020,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Vanderbilt University Medical Center; Vanderbilt University; Edwards Lifesciences","keywords":"Hemodynamics; Colorectal surgery; Medicine; Surgery; Anesthesia; Abdominal surgery","score_opus":0.011162360347263289,"score_gpt":0.30529765965393996,"score_spread":0.29413529930667665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108380471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880945,0.00049394544,0.0008738054,0.000493129,0.00034271454,0.008598625,0.00029417884,0.000037546237,0.00077153766],"genre_scores_gemma":[0.9846163,0.00030810232,0.0033932992,0.00047692427,0.00033009035,0.009943887,0.0003191203,0.00000931778,0.0006029353],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.98806214,0.009588337,0.0007022855,0.0007834314,0.00034754054,0.00051624066],"domain_scores_gemma":[0.9857911,0.007847633,0.002782612,0.0012784736,0.00063551427,0.0016646783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011629837,0.0015214295,0.0023368883,0.00040115276,0.0006813568,0.0013254584,0.0013539032,0.0022174022,0.0042899717],"category_scores_gemma":[0.019480087,0.00059219217,0.0029249303,0.0003797283,0.0019348991,0.0018327571,0.0011450388,0.0022554274,0.00042503877],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9266911,0.056334652,0.0017217541,0.0006279212,0.0015309509,0.000047528134,0.00015074795,0.0005585992,0.0006799387,0.00015913395,0.00021248125,0.011285188],"study_design_scores_gemma":[0.6255097,0.36587957,0.005145712,0.00007666696,0.0009585591,0.000015875576,0.00007819019,0.0011932004,0.00039759636,0.00033369212,0.00037912434,0.0000322232],"about_ca_topic_score_codex":0.0013435859,"about_ca_topic_score_gemma":0.0012156339,"teacher_disagreement_score":0.011629837,"about_ca_system_score_codex":0.0015449638,"about_ca_system_score_gemma":0.002552586,"threshold_uncertainty_score":0.0615052},"labels":[],"label_agreement":null},{"id":"W3113265603","doi":"10.1186/s13741-020-00171-3","title":"Clinical physiology aspects of chloremia in fluid therapy: a systematic review","year":2020,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Intensive care medicine; Physiology","score_opus":0.12301110031242361,"score_gpt":0.44348928348487765,"score_spread":0.320478183172454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113265603","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045005034,0.9988048,0.00007535253,0.00016860671,0.00007059158,0.00012003558,0.00012894552,0.000003812918,0.0001778086],"genre_scores_gemma":[0.0074774586,0.99138314,0.00030001963,0.00033264334,0.000074440104,0.0002478461,0.00010452753,0.000002614685,0.000077294884],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943118,0.0019139164,0.0020242322,0.0004522116,0.0011003062,0.0001974986],"domain_scores_gemma":[0.9800347,0.0143920975,0.0034636348,0.0002460486,0.001649568,0.00021396391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050517377,0.0013709279,0.0058670347,0.007961483,0.0005698538,0.0026763335,0.001488461,0.0017400119,0.0045258836],"category_scores_gemma":[0.026173996,0.0008167626,0.0051215733,0.0101292115,0.00086729525,0.002293672,0.0012356414,0.0010531232,0.00038314564],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000916581,0.000010500353,0.0004968478,0.9707245,0.0035627373,0.00008100625,0.00013164824,0.000058876394,0.00009169009,0.00015475205,0.0013165489,0.023279311],"study_design_scores_gemma":[0.00015643827,0.00016395199,0.0039153825,0.92112356,0.046530068,0.0005824775,0.0003016344,0.00008484321,0.00015894652,0.00027380543,0.02667367,0.000035129244],"about_ca_topic_score_codex":0.0061162873,"about_ca_topic_score_gemma":0.015689408,"teacher_disagreement_score":0.007961483,"about_ca_system_score_codex":0.0027870054,"about_ca_system_score_gemma":0.010632037,"threshold_uncertainty_score":0.026716411},"labels":[],"label_agreement":null},{"id":"W4210348753","doi":"10.1186/s13741-022-00240-9","title":"Utility and reliability of the Clinical Frailty Scale in patients scheduled for major vascular surgery: a prospective, observational, multicentre observer-blinded study","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Vascular Anaesthesia Society of Great Britain and Ireland","keywords":"Medicine; Observational study; Population; Physical therapy; Perioperative; Prospective cohort study; Vascular surgery; Emergency medicine; Surgery; Internal medicine; Cardiac surgery","score_opus":0.1149893140971122,"score_gpt":0.37311597442980426,"score_spread":0.25812666033269205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210348753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992887,0.00010988631,0.00028629837,0.0000075044045,0.00001067631,0.00009032194,0.00006876654,0.000002626109,0.00013508231],"genre_scores_gemma":[0.99929416,0.000035794674,0.00034558086,0.000014919919,0.000013085902,0.00009254129,0.00015574097,0.0000019774475,0.00004621334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924166,0.003761486,0.0010329359,0.0010564792,0.0014313596,0.00030106827],"domain_scores_gemma":[0.96779364,0.014073291,0.00894392,0.0030287795,0.004811709,0.0013485578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011913568,0.0004999938,0.00095217995,0.0006454902,0.00056930253,0.0008513311,0.0004963164,0.0006896391,0.0007602275],"category_scores_gemma":[0.032968275,0.00044157187,0.0007786697,0.00053497194,0.0008484506,0.00072971225,0.0008900418,0.0005488767,0.00038725068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053951964,0.0006224477,0.98822,0.000068220885,0.00017361173,0.00006864608,0.001074111,0.000116188945,0.00085001794,0.000014506571,0.00008557722,0.0033115286],"study_design_scores_gemma":[0.0006574798,0.012797867,0.98332214,0.00003781695,0.0001728363,0.00036946224,0.00082656275,0.00093387254,0.0004842345,0.000038663904,0.00032040715,0.000038721762],"about_ca_topic_score_codex":0.0010486121,"about_ca_topic_score_gemma":0.0011358459,"teacher_disagreement_score":0.011913568,"about_ca_system_score_codex":0.0003990839,"about_ca_system_score_gemma":0.00059175375,"threshold_uncertainty_score":0.063005745},"labels":[],"label_agreement":null},{"id":"W4225000285","doi":"10.1186/s13741-022-00250-7","title":"Controversies in enhanced recovery after cardiac surgery","year":2022,"lang":"en","type":"editorial","venue":"Perioperative Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Perioperative; Delirium; Intensive care medicine; Cardiac surgery; Acute kidney injury; Best evidence; Anesthesia; Surgery; Internal medicine","score_opus":0.008942931291590902,"score_gpt":0.27074998901158076,"score_spread":0.26180705771998986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225000285","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004200471,0.051881902,0.00007341866,0.12719122,0.81905466,0.000011990353,0.000017987144,0.00003847958,0.0016883957],"genre_scores_gemma":[0.00040227326,0.026419662,0.00007851105,0.052686896,0.9188535,0.000014045643,0.000009153491,0.000018326311,0.0015176893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.989814,0.0027578194,0.0014420582,0.00089893484,0.00459413,0.0004931011],"domain_scores_gemma":[0.9479136,0.03695511,0.0017779234,0.00085162756,0.0092087425,0.0032929594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016674222,0.0029088394,0.003203301,0.0028727928,0.004778448,0.010462854,0.0043514376,0.02271365,0.007196274],"category_scores_gemma":[0.048960824,0.0010535532,0.0026641479,0.0018284834,0.007080966,0.010191366,0.003119875,0.036902737,0.005164773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003919713,0.000024372286,0.000029653589,0.00084793224,0.00002903708,0.00015395359,0.00011012792,0.0000312912,0.00003914278,0.0017862719,0.9797775,0.017131578],"study_design_scores_gemma":[0.00008226489,0.000054475346,0.00024843906,0.0026769694,0.00007157426,0.00044255442,0.00017089433,0.00009089859,0.000069417954,0.0044445456,0.9916202,0.000027664953],"about_ca_topic_score_codex":0.0019028861,"about_ca_topic_score_gemma":0.0037955355,"teacher_disagreement_score":0.02271365,"about_ca_system_score_codex":0.0049411473,"about_ca_system_score_gemma":0.006093165,"threshold_uncertainty_score":0.08818275},"labels":[],"label_agreement":null},{"id":"W4225631484","doi":"10.1186/s13741-021-00236-x","title":"Barriers and facilitators of following perioperative internal medicine recommendations by surgical teams: a sequential, explanatory mixed-methods study","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Audit; Perioperative; Chart; Family medicine; MEDLINE; Health care; Medical emergency; Surgery","score_opus":0.10819914415030682,"score_gpt":0.4912859917476804,"score_spread":0.38308684759737355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225631484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932662,0.00018564158,0.0019132217,0.00013611314,0.000010368998,0.003843752,0.00027977466,0.000011512196,0.00035336323],"genre_scores_gemma":[0.9627268,0.0004023625,0.013749923,0.00036606606,0.000034690594,0.02138284,0.0005584913,0.000012328976,0.0007665793],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9846777,0.010221342,0.0017990103,0.0010069874,0.0011819595,0.0011130666],"domain_scores_gemma":[0.9413371,0.03983039,0.011269607,0.0030214344,0.003591942,0.00094944675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023711892,0.0011667435,0.001016293,0.0032401355,0.002397878,0.0018478393,0.0019913758,0.0014067454,0.0046555297],"category_scores_gemma":[0.046286985,0.0020126107,0.0019511796,0.00292047,0.0014508512,0.0034226682,0.00257242,0.0012819837,0.0006873004],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00504384,0.021647438,0.7320777,0.0035265684,0.0007490435,0.0008394892,0.15706737,0.0010146884,0.00088321965,0.0014394978,0.0012409484,0.07447005],"study_design_scores_gemma":[0.0042137173,0.050650712,0.62046546,0.004056186,0.001370948,0.0012360527,0.2877804,0.01590033,0.0034313553,0.0038654231,0.006730545,0.00029885303],"about_ca_topic_score_codex":0.0059426352,"about_ca_topic_score_gemma":0.008195127,"teacher_disagreement_score":0.023711892,"about_ca_system_score_codex":0.0038087273,"about_ca_system_score_gemma":0.0061520794,"threshold_uncertainty_score":0.12540197},"labels":[],"label_agreement":null},{"id":"W4226524939","doi":"10.1186/s13741-022-00243-6","title":"What is the impact of dexamethasone on postoperative pain in adults undergoing general anaesthesia for elective abdominal surgery: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Nausea and vomiting management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Medicine; Perioperative; Pacu; Anesthesia; Dexamethasone; Placebo; General anaesthesia; Abdominal surgery; Surgery; Internal medicine","score_opus":0.12106054638778084,"score_gpt":0.40806381598762836,"score_spread":0.2870032695998475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226524939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031163327,0.99577737,0.000258295,0.00019494028,0.0001798426,0.00014524414,0.00018186138,0.000012430375,0.00013355314],"genre_scores_gemma":[0.18601538,0.80934715,0.0015925821,0.0012477607,0.00045704065,0.00066661503,0.0003803447,0.000034103858,0.00025901917],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9862076,0.0066589387,0.0039874553,0.0013790124,0.001417321,0.00034961087],"domain_scores_gemma":[0.97884125,0.015449853,0.0036030163,0.00065599626,0.0011581054,0.0002917565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016417056,0.0032105562,0.028945347,0.0062592723,0.00068622344,0.004758674,0.0027882128,0.0031628937,0.0031360267],"category_scores_gemma":[0.035936095,0.0021619094,0.051766254,0.006317896,0.0011439207,0.002488992,0.0018905271,0.0023809401,0.00031138555],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016586826,0.000020520258,0.0023451014,0.24996006,0.739011,0.00008051693,0.00005592835,0.00026176585,0.00014048618,0.00007375449,0.0001997719,0.006192423],"study_design_scores_gemma":[0.00046639275,0.0001724167,0.0018811928,0.018489711,0.9778871,0.00006118911,0.00003476258,0.0000897291,0.00008795214,0.00011564321,0.00069800304,0.000015954083],"about_ca_topic_score_codex":0.0072255293,"about_ca_topic_score_gemma":0.013791091,"teacher_disagreement_score":0.028945347,"about_ca_system_score_codex":0.0028679713,"about_ca_system_score_gemma":0.0031740011,"threshold_uncertainty_score":0.08682275},"labels":[],"label_agreement":null},{"id":"W4292342427","doi":"10.1186/s13741-022-00274-z","title":"A proposal for virtual, telephone-based preoperative cognitive assessment in older adults undergoing elective surgery","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elective surgery; Medicine; Cognition; Preoperative care; General surgery; Surgery; Psychiatry","score_opus":0.016750525163509594,"score_gpt":0.313611254087676,"score_spread":0.2968607289241664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292342427","genre_codex":"protocol","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07404366,0.0023617225,0.2674901,0.21065508,0.05016504,0.32143974,0.00801375,0.007826464,0.05800443],"genre_scores_gemma":[0.051702585,0.0025527913,0.5764989,0.038220145,0.017232666,0.27120057,0.005415504,0.0005920605,0.036584716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9827132,0.010025016,0.0023887057,0.0009907979,0.0026500113,0.0012323437],"domain_scores_gemma":[0.95939636,0.012299275,0.0023925144,0.0034108935,0.011161631,0.01133932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.042629078,0.0010851687,0.00068382715,0.0022458301,0.0019361104,0.0023081638,0.0034318115,0.00567596,0.02546851],"category_scores_gemma":[0.046134014,0.000852793,0.0020227008,0.00086615304,0.0015953773,0.0032350465,0.004198901,0.004116078,0.014779602],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026930347,0.0076416135,0.027420282,0.0010139014,0.000082958104,0.0021427479,0.001044804,0.0018863116,0.00410245,0.007014817,0.40467736,0.54027975],"study_design_scores_gemma":[0.009636075,0.029878696,0.10920905,0.0029642007,0.0001562022,0.0038535278,0.0033581557,0.008066775,0.0027854284,0.015151255,0.8144168,0.0005238876],"about_ca_topic_score_codex":0.0016981013,"about_ca_topic_score_gemma":0.0034559122,"teacher_disagreement_score":0.042629078,"about_ca_system_score_codex":0.0015944518,"about_ca_system_score_gemma":0.014664688,"threshold_uncertainty_score":0.22544682},"labels":[],"label_agreement":null},{"id":"W4293104558","doi":"10.1186/s13741-022-00272-1","title":"Frailty in the over 65’s undergoing elective surgery (FIT-65) – a three-day study examining the prevalence of frailty in patients presenting for elective surgery","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University Hospital Southampton NHS Foundation Trust; National Institute for Health and Care Research; University of Pennsylvania","keywords":"Medicine; Elective surgery; Interquartile range; Perioperative; Observational study; Population; Prospective cohort study; Surgery; General surgery; Internal medicine","score_opus":0.09776379809933923,"score_gpt":0.3383217100395186,"score_spread":0.2405579119401794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293104558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99967945,0.00005984725,0.000022848071,0.000022795964,0.0000033772137,0.000018295948,0.000092449045,6.532097e-7,0.000100439334],"genre_scores_gemma":[0.9995914,0.000054093252,0.00005333543,0.000052188232,0.000006635888,0.000025061448,0.00013043245,6.9018205e-7,0.00008616677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946994,0.00015218873,0.00007238564,0.0000972201,0.000085056454,0.0001231441],"domain_scores_gemma":[0.9985266,0.00012543834,0.0006008284,0.00008524517,0.00013518438,0.0005265808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009915257,0.00022147257,0.00034318023,0.0006543448,0.0007094696,0.00063938735,0.00033816797,0.00057945953,0.0010255562],"category_scores_gemma":[0.001948432,0.00040049443,0.0004958537,0.00071007333,0.00046380656,0.0006631934,0.0010151211,0.0008118706,0.0003406652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018524565,0.00016746118,0.99760485,0.000015484193,0.00002397132,0.00010599554,0.00083239155,0.000008555825,0.00023245071,0.000009164707,0.00009645005,0.0007179459],"study_design_scores_gemma":[0.000012661722,0.00063901884,0.99815446,0.000010968923,0.000009494287,0.0001732992,0.00079476007,0.000026666215,0.000018806362,0.0000073509314,0.00014814161,0.0000043825316],"about_ca_topic_score_codex":0.006416704,"about_ca_topic_score_gemma":0.011919385,"teacher_disagreement_score":0.006416704,"about_ca_system_score_codex":0.000408531,"about_ca_system_score_gemma":0.0005647832,"threshold_uncertainty_score":0.012758732},"labels":[],"label_agreement":null},{"id":"W4322771460","doi":"10.1186/s13741-023-00292-5","title":"Beyond guideline knowledge: a theory-based qualitative study of low-value preoperative testing","year":2023,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Alberta Health Services; Alberta Health; Ottawa Hospital; University of Ottawa; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Test (biology); Preoperative care; CLARITY; Qualitative research; Preoperative fasting; Snowball sampling; Family medicine; Surgery; Perioperative","score_opus":0.6286676616634039,"score_gpt":0.6327437671632126,"score_spread":0.0040761054998086355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322771460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982141,0.00037073455,0.0064951866,0.0042889477,0.00007198706,0.00091247715,0.00018224602,0.000019529547,0.005517824],"genre_scores_gemma":[0.99305505,0.00045002857,0.0031225113,0.0011312111,0.000013407378,0.0007743841,0.000079005644,0.000022489221,0.0013518966],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97513926,0.019310517,0.00056507945,0.0010356437,0.0015707951,0.002378698],"domain_scores_gemma":[0.90458465,0.08247606,0.002809299,0.0012325953,0.0055183982,0.0033788977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036825374,0.00072823605,0.00093746546,0.0024039634,0.010192849,0.0051831733,0.0029059877,0.0022047688,0.0026616063],"category_scores_gemma":[0.05065705,0.00084212987,0.0005054334,0.0021805014,0.015296231,0.0051479707,0.006525389,0.004788852,0.000310424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001413023,0.000043697317,0.0014955109,0.00010824672,0.0000019596089,0.00026626038,0.99508107,0.00003541809,0.0002020495,0.00073881523,0.00018179453,0.0018310552],"study_design_scores_gemma":[0.000007111488,0.000029770614,0.0005573894,0.00015898714,0.0000026862963,0.0000617307,0.996506,0.00018066636,0.00011488507,0.000420736,0.0019534356,0.0000066594225],"about_ca_topic_score_codex":0.026818078,"about_ca_topic_score_gemma":0.03425549,"teacher_disagreement_score":0.036825374,"about_ca_system_score_codex":0.016457975,"about_ca_system_score_gemma":0.021639014,"threshold_uncertainty_score":0.19475353},"labels":[],"label_agreement":null},{"id":"W4360862853","doi":"10.1186/s13741-023-00296-1","title":"The incidence of postoperative vasopressor usage: protocol for a prospective international observational cohort study (SQUEEZE)","year":2023,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"European Society of Anaesthesiology; Universitetet i Bergen","keywords":"Medicine; Prospective cohort study; Cohort; Cardiac surgery; Cohort study; Incidence (geometry); Emergency medicine; Vascular surgery; Observational study; Intensive care unit; Intensive care medicine; Surgery; Anesthesia; Internal medicine","score_opus":0.06890454841034735,"score_gpt":0.424922228108411,"score_spread":0.35601767969806364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360862853","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033189212,0.000103458005,0.004571883,0.00024045027,0.0002709823,0.9839109,0.006603028,0.00009554441,0.00088481227],"genre_scores_gemma":[0.002405851,0.000037144626,0.004353455,0.00014159962,0.00002553395,0.99196047,0.0009022005,0.0000075676635,0.00016624093],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.95173687,0.033211134,0.007227165,0.002866877,0.003478771,0.0014791855],"domain_scores_gemma":[0.9609757,0.009272696,0.0076197176,0.009665168,0.010285103,0.00218156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06569606,0.003008658,0.0032301545,0.0027355992,0.002456066,0.0023058525,0.0025461186,0.003883914,0.019446198],"category_scores_gemma":[0.067861274,0.0022128094,0.0031777252,0.004354391,0.0020187248,0.0025432548,0.0025191752,0.0035142174,0.0055436464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5233087,0.022234919,0.077789284,0.032039333,0.005452847,0.0016336231,0.0043565114,0.012430292,0.010623121,0.0209766,0.18597396,0.10318086],"study_design_scores_gemma":[0.35820782,0.071642034,0.20367914,0.011988724,0.0022116737,0.0009132848,0.0024670921,0.016687015,0.0061287587,0.009931962,0.31530315,0.0008392896],"about_ca_topic_score_codex":0.0017694008,"about_ca_topic_score_gemma":0.0021471085,"teacher_disagreement_score":0.06569606,"about_ca_system_score_codex":0.0028388372,"about_ca_system_score_gemma":0.010210851,"threshold_uncertainty_score":0.34743816},"labels":[],"label_agreement":null},{"id":"W4386324846","doi":"10.1186/s13741-023-00338-8","title":"Reporting quality of randomized controlled trials in prehabilitation: a scoping review","year":2023,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University Health Network; University of Toronto; Montreal General Hospital; University of Ottawa; Ottawa Hospital; McGill University","funders":"Inselspital, Universitätsspital Bern; University of Bern; McGill University","keywords":"Prehabilitation; Checklist; CINAHL; Consolidated Standards of Reporting Trials; Medicine; Psychological intervention; MEDLINE; Randomized controlled trial; Physical therapy; Psychology; Surgery; Nursing","score_opus":0.9538086944572687,"score_gpt":0.7348998966547715,"score_spread":0.21890879780249717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386324846","genre_codex":"review","genre_gemma":"review","domain_codex":"methods","domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018438096,0.95738286,0.013938885,0.0065130587,0.001935388,0.014547894,0.0020461155,0.00015417468,0.0016378544],"genre_scores_gemma":[0.060366154,0.7815117,0.05538131,0.005597948,0.0015077943,0.09202957,0.0027979333,0.00023365516,0.0005739138],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.3133504,0.3273628,0.292085,0.011942557,0.053098116,0.0021610744],"domain_scores_gemma":[0.11441792,0.683379,0.1353563,0.016485548,0.048854087,0.0015070855],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.48030064,0.003923582,0.021399627,0.042778213,0.0036147402,0.01654163,0.007988388,0.00917843,0.0055267224],"category_scores_gemma":[0.78295135,0.0045492523,0.016985884,0.043254517,0.008374824,0.014009975,0.008558112,0.005976556,0.001155297],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003711682,0.00003651997,0.0023958297,0.91074055,0.00788052,0.00010529809,0.0013901251,0.0003747333,0.00020194022,0.002070675,0.0047679944,0.069664516],"study_design_scores_gemma":[0.00032856318,0.00011549873,0.0020559628,0.97026056,0.0119905695,0.00015065081,0.00047254277,0.00034122722,0.00025192284,0.0029706024,0.010990969,0.000070934395],"about_ca_topic_score_codex":0.008029689,"about_ca_topic_score_gemma":0.008876908,"teacher_disagreement_score":0.51969934,"about_ca_system_score_codex":0.018863596,"about_ca_system_score_gemma":0.04778319,"threshold_uncertainty_score":0.64088184},"labels":[],"label_agreement":null},{"id":"W4387964894","doi":"10.1186/s13741-023-00345-9","title":"The impact of preoperative malnutrition on postoperative delirium: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hebei Provincial Key Research Projects","keywords":"Malnutrition; Medicine; Meta-analysis; Delirium; Cochrane Library; Odds ratio; Subgroup analysis; Prospective cohort study; Anthropometry; Cohort study; Internal medicine; Surgery; Intensive care medicine","score_opus":0.1264018355343773,"score_gpt":0.4326080189256945,"score_spread":0.3062061833913172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387964894","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006215278,0.99227285,0.00037574544,0.00016761736,0.000101844504,0.00023174583,0.00043724812,0.00001630678,0.00018134549],"genre_scores_gemma":[0.16506334,0.83023804,0.0018148154,0.00061779143,0.00023836864,0.0010470842,0.0007723483,0.000018892972,0.00018925838],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9921037,0.003191783,0.0027262222,0.0007523849,0.0009078308,0.00031812626],"domain_scores_gemma":[0.9797559,0.014310406,0.0034485313,0.0005323696,0.001683142,0.0002697245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01220424,0.0027032322,0.0172156,0.007487449,0.00080795155,0.0031971235,0.0022376198,0.002106878,0.0028284302],"category_scores_gemma":[0.029506732,0.0015625762,0.038021967,0.007579684,0.0006747478,0.0016960503,0.0016393712,0.0017431662,0.00024044792],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017650886,0.00004107276,0.0075258254,0.45706642,0.5206042,0.00017124899,0.00009103209,0.0005842718,0.0001852665,0.000105870524,0.0004972986,0.011362383],"study_design_scores_gemma":[0.00039301804,0.00019940932,0.005219465,0.030616017,0.9620037,0.00011573143,0.000044880475,0.00019980014,0.00008987389,0.000114307215,0.0009797759,0.000023982568],"about_ca_topic_score_codex":0.0074483943,"about_ca_topic_score_gemma":0.015451761,"teacher_disagreement_score":0.0172156,"about_ca_system_score_codex":0.0025039394,"about_ca_system_score_gemma":0.0045846016,"threshold_uncertainty_score":0.06454301},"labels":[],"label_agreement":null},{"id":"W4388230005","doi":"10.1093/oso/9780199211739.003.0034","title":"Misuse of drugs","year":2006,"lang":"en","type":"book-chapter","venue":"Perioperative Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accidental; Medicine; Suspect; Substance abuse; Drug; Psychiatry; Population; Drugs of abuse; Drug abuser; Quarter (Canadian coin); Medical emergency; Environmental health; Psychology; Criminology; Geography","score_opus":0.019803421469316376,"score_gpt":0.2955960660316048,"score_spread":0.27579264456228847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388230005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032741772,0.036406588,0.0009880867,0.0042548073,0.0012400772,0.000064361506,0.00055359415,0.00016045809,0.9530577],"genre_scores_gemma":[0.013675875,0.01829519,0.0009295365,0.0028066786,0.00022761637,0.00002872771,0.00026682485,0.000039784034,0.96372974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983,0.000032682874,0.000010874532,0.000022554763,0.00008358975,0.000020297322],"domain_scores_gemma":[0.99991095,0.000023447672,0.000011739459,0.000009774043,0.00002599788,0.000018113322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013538427,0.0004227087,0.00024134161,0.000583813,0.00062336423,0.0010417283,0.00032328514,0.0007176149,0.063077584],"category_scores_gemma":[0.00031175892,0.00011784455,0.0002273382,0.00042813254,0.0004501523,0.0009702131,0.00066731893,0.001084148,0.022009652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037299716,0.00012590805,0.0015811847,0.000541428,0.000009163907,0.0008558628,0.0011897299,0.00015254648,0.0013560036,0.059373397,0.48790094,0.4468765],"study_design_scores_gemma":[0.0000018960802,0.000020738109,0.0008897117,0.00023337672,0.0000017999349,0.0010372453,0.00012866121,0.00003691524,0.00021974978,0.0021739425,0.99525285,0.0000032490384],"about_ca_topic_score_codex":0.0024458522,"about_ca_topic_score_gemma":0.0064507425,"teacher_disagreement_score":0.063077584,"about_ca_system_score_codex":0.0006002846,"about_ca_system_score_gemma":0.000659636,"threshold_uncertainty_score":0.21101552},"labels":[],"label_agreement":null},{"id":"W4391139249","doi":"10.1186/s13741-023-00358-4","title":"Desmopressin to reduce periprocedural bleeding and transfusion: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Perioperative Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Population Health Research Institute; McMaster University; London Health Sciences Centre; Western University","funders":"","keywords":"Desmopressin; Medicine; Tranexamic acid; Relative risk; Placebo; Meta-analysis; Randomized controlled trial; Confidence interval; Blood transfusion; Absolute risk reduction; Anesthesia; Clinical trial; Surgery; Internal medicine; Blood loss","score_opus":0.13312407565390236,"score_gpt":0.41443770696581533,"score_spread":0.281313631311913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391139249","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002212605,0.99628264,0.00027270362,0.00017021973,0.00010493737,0.00029563162,0.00043602212,0.000014434567,0.00021083155],"genre_scores_gemma":[0.07705353,0.9174744,0.0016639475,0.0012588609,0.00023509747,0.0012643316,0.0006929,0.000023437047,0.00033355632],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99308586,0.0027955787,0.0024058793,0.000618936,0.00086975447,0.0002240268],"domain_scores_gemma":[0.985168,0.010562356,0.002591845,0.00034172426,0.0011354724,0.00020067046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009867073,0.0022635262,0.016889947,0.006484385,0.000549639,0.0027647493,0.0015891145,0.0019013933,0.0047408394],"category_scores_gemma":[0.026408026,0.001377539,0.02162246,0.006312567,0.0006779229,0.0015873157,0.0012922394,0.0014675607,0.0004191833],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012387265,0.000022816279,0.0013470391,0.72702014,0.25641626,0.00010748656,0.00006563395,0.00023094381,0.000194623,0.0001206957,0.0007080494,0.012527576],"study_design_scores_gemma":[0.0012137357,0.00030628443,0.0033772178,0.11141072,0.8791603,0.0001588747,0.00005213732,0.00013956701,0.00015097097,0.0002822495,0.0037160662,0.00003177824],"about_ca_topic_score_codex":0.0055598766,"about_ca_topic_score_gemma":0.015764646,"teacher_disagreement_score":0.016889947,"about_ca_system_score_codex":0.0025519074,"about_ca_system_score_gemma":0.0038960585,"threshold_uncertainty_score":0.052182674},"labels":[],"label_agreement":null},{"id":"W4396973864","doi":"10.1186/s13741-024-00397-5","title":"Perioperative management of the vulnerable and failing right ventricle","year":2024,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"School of Medicine, Duke University; HLS Therapeutics; McGovern Medical School; Abiomed; Vanderbilt University Medical Center; Cleveland Clinic; Yale University; Vanderbilt University; Edwards Lifesciences; University of Southampton; University of Minnesota; University of Texas Health Science Center at Houston; Abbott Laboratories","keywords":"Perioperative; Intensive care medicine; Context (archaeology); Medicine; Intensive care unit; Ventricle; Intervention (counseling); Anesthesiology; Surgery; Anesthesia; Cardiology; Nursing","score_opus":0.021072779003296252,"score_gpt":0.3189569901142626,"score_spread":0.29788421111096636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396973864","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017705267,0.9400369,0.016861117,0.00982225,0.0025348105,0.00007322927,0.00010831598,0.00013223308,0.012725983],"genre_scores_gemma":[0.16402987,0.81036276,0.014555734,0.002994884,0.0057833344,0.00009455792,0.0002835168,0.000034668912,0.0018606746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994974,0.00017260872,0.00010716845,0.000039238417,0.00013403544,0.000049605373],"domain_scores_gemma":[0.99935144,0.00028556807,0.00015381502,0.000021875381,0.00011096212,0.00007645547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011814648,0.00040121187,0.0005720265,0.00064229703,0.0003584257,0.00092230056,0.00041582304,0.0004985233,0.00081164547],"category_scores_gemma":[0.0027552499,0.000072000264,0.0003476241,0.0002687748,0.00039276652,0.0005316422,0.00063879497,0.0011773008,0.00032075084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016676536,0.000050729093,0.008603138,0.003933263,0.00016870798,0.006297379,0.00032520972,0.0009763607,0.0039806617,0.0064223246,0.02785952,0.941216],"study_design_scores_gemma":[0.00012616026,0.0018203972,0.06749012,0.02939356,0.001224927,0.14244057,0.0029341935,0.0052118837,0.014549424,0.036423393,0.69817454,0.00021078458],"about_ca_topic_score_codex":0.00039595587,"about_ca_topic_score_gemma":0.000815002,"teacher_disagreement_score":0.0011814648,"about_ca_system_score_codex":0.00025380746,"about_ca_system_score_gemma":0.00092350354,"threshold_uncertainty_score":0.0062482953},"labels":[],"label_agreement":null},{"id":"W4399237760","doi":"10.1186/s13741-024-00410-x","title":"Prehabilitation of surgical patients: a bibliometric analysis from 2005 to 2023","year":2024,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Bibliometrics; Medicine; Library science; Physical therapy; Computer science","score_opus":0.035809562019491974,"score_gpt":0.39645715691634037,"score_spread":0.3606475948968484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399237760","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.273392,0.5442557,0.0010416316,0.0034266112,0.00049102947,0.00043518795,0.16228278,0.00041347012,0.014261645],"genre_scores_gemma":[0.6058626,0.32386702,0.0022527156,0.00072124857,0.0006138299,0.00078119326,0.06360916,0.000111786205,0.0021804676],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98795056,0.0013569111,0.0048773293,0.0012632698,0.003979449,0.0005724808],"domain_scores_gemma":[0.9583168,0.019517105,0.010501803,0.001060508,0.00958663,0.0010172268],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0054288716,0.0009755052,0.002848394,0.12655139,0.0010990697,0.0045215865,0.0011814046,0.0010221511,0.0051523685],"category_scores_gemma":[0.033181775,0.000518161,0.0034426355,0.18218818,0.0007726708,0.0031487574,0.0019714732,0.0006920116,0.0012142134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075225555,0.00016178649,0.5539345,0.13373885,0.008970718,0.0015742524,0.0032980803,0.0013514218,0.000896851,0.0017134121,0.04171232,0.25189564],"study_design_scores_gemma":[0.000092807786,0.00018801761,0.8683834,0.030964445,0.01104175,0.003070448,0.0048034512,0.0014576889,0.0008458518,0.0009256692,0.07808246,0.00014398883],"about_ca_topic_score_codex":0.010802703,"about_ca_topic_score_gemma":0.011523673,"teacher_disagreement_score":0.99457115,"about_ca_system_score_codex":0.0032488683,"about_ca_system_score_gemma":0.006156387,"threshold_uncertainty_score":0.028710902},"labels":[],"label_agreement":null},{"id":"W4400885915","doi":"10.1186/s13741-024-00439-y","title":"The impact of glucagon-like peptide-1 receptor agonists in the patients undergoing anesthesia or sedation: systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Perioperative; Anesthesia; Sedation; Gastric emptying; Randomized controlled trial; Hypoglycemia; Odds ratio; Internal medicine; Insulin; Stomach","score_opus":0.04278303377504989,"score_gpt":0.34654777315011753,"score_spread":0.30376473937506765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400885915","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004307892,0.9940153,0.00038175948,0.00014563289,0.000116664414,0.000257791,0.00057006953,0.000018890374,0.00018606828],"genre_scores_gemma":[0.16151385,0.8332463,0.0017333273,0.0008625089,0.00023307936,0.0011894758,0.0008528019,0.00002787269,0.00034069436],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99153113,0.0036410803,0.0027281304,0.00093481253,0.00088065,0.0002841679],"domain_scores_gemma":[0.98402077,0.011713433,0.0026829683,0.00039502952,0.0009836364,0.00020418919],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01046359,0.0026990524,0.02092544,0.006503613,0.0005949022,0.003210529,0.0021693583,0.0021271633,0.0038718947],"category_scores_gemma":[0.025669217,0.0015513601,0.036097262,0.008100677,0.00077253126,0.0017592175,0.001454475,0.0017094918,0.00030365586],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014281843,0.000021918047,0.002958018,0.4222223,0.5650452,0.00012379097,0.00005501118,0.00045236317,0.00015709727,0.00009439308,0.00046149752,0.0069802543],"study_design_scores_gemma":[0.0004141722,0.00012308285,0.0024669436,0.022558028,0.97298527,0.00007912086,0.00003271211,0.00014044269,0.0000838712,0.0001150767,0.0009838893,0.000017456478],"about_ca_topic_score_codex":0.0076190867,"about_ca_topic_score_gemma":0.014696258,"teacher_disagreement_score":0.9895364,"about_ca_system_score_codex":0.0024404645,"about_ca_system_score_gemma":0.0035168133,"threshold_uncertainty_score":0.05533743},"labels":[],"label_agreement":null},{"id":"W4406312905","doi":"10.1186/s13741-024-00489-2","title":"Preoperative risk assessment and optimization integrating surgical and anesthetic principles and practices: a national survey for internists","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre Integre de Sante et de Services Sociaux de Laval; McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Guideline; Risk assessment; Anesthetic; Intensive care medicine; Surgery","score_opus":0.062117651485220526,"score_gpt":0.418314835494344,"score_spread":0.3561971840091235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406312905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993343,0.00032864625,0.00007947825,0.0007948163,0.000008298909,0.00012065708,0.003534854,0.000009592774,0.0017807075],"genre_scores_gemma":[0.9956969,0.0005767013,0.00045375238,0.0005879282,0.000009796463,0.00013007925,0.0020087434,0.0000043271266,0.0005318134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986964,0.00015836406,0.00014216281,0.00014178587,0.00047920184,0.0003821226],"domain_scores_gemma":[0.9950866,0.000581743,0.0014817747,0.00015552614,0.0014719157,0.00122248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021681788,0.00022114273,0.0002675971,0.001192522,0.0013481311,0.00074501056,0.0007310316,0.0005902914,0.0016929198],"category_scores_gemma":[0.004930725,0.00035330874,0.0004022668,0.0022619823,0.00044341857,0.0006615111,0.0009569323,0.0007325114,0.0002894894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034365894,0.00005361796,0.99427754,0.000057597448,0.00001308968,0.00003243944,0.0016538309,0.000027106542,0.000089273955,0.000017138686,0.0011532741,0.0025907252],"study_design_scores_gemma":[0.0000039976144,0.0000398333,0.99704295,0.00002748161,0.000004799279,0.000029045223,0.002221434,0.00006271429,0.000016848764,0.0000035962767,0.0005428976,0.0000043172117],"about_ca_topic_score_codex":0.7838868,"about_ca_topic_score_gemma":0.8234281,"teacher_disagreement_score":0.7838868,"about_ca_system_score_codex":0.00725964,"about_ca_system_score_gemma":0.010006681,"threshold_uncertainty_score":0.43477184},"labels":[],"label_agreement":null},{"id":"W4407176175","doi":"10.1186/s13741-024-00486-5","title":"Opioid-free versus opioid-based anesthesia in laparoscopic sleeve gastrectomy: a single-center, randomized, controlled trial","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Lebanese American University","keywords":"Medicine; Anesthesia; Opioid; Randomized controlled trial; Sleeve gastrectomy; Single Center; Surgery; Internal medicine; Gastric bypass","score_opus":0.021289185643010244,"score_gpt":0.2965355188938209,"score_spread":0.27524633325081066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407176175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796346,0.0068333405,0.0009347701,0.00062890176,0.00106056,0.009403534,0.00059928553,0.00007610861,0.00082888856],"genre_scores_gemma":[0.9778407,0.0034039167,0.0025277976,0.0011801944,0.0010449395,0.012243804,0.00046205934,0.0000179174,0.001278737],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99709046,0.001642118,0.00032098428,0.00045156374,0.00023412581,0.00026078522],"domain_scores_gemma":[0.99558806,0.0018137678,0.0010750586,0.00028839128,0.00032139441,0.0009133994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047013164,0.0015470925,0.0058622896,0.000638949,0.0006863385,0.001607371,0.0015543707,0.0028510075,0.0057091545],"category_scores_gemma":[0.005462447,0.0010354118,0.0031270564,0.00065940974,0.0017913431,0.0016506378,0.0006178816,0.002710214,0.00057669036],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9900979,0.0044681667,0.0003202613,0.00069294765,0.0008584498,0.000019998719,0.000028642691,0.00007851657,0.00050390663,0.00003443133,0.000114381786,0.0027825409],"study_design_scores_gemma":[0.95581543,0.042558454,0.00059219945,0.000046517587,0.0005515357,0.000010562554,0.000015394491,0.00016859923,0.00009584112,0.00004018604,0.00009702247,0.000008298372],"about_ca_topic_score_codex":0.00082097587,"about_ca_topic_score_gemma":0.001638736,"teacher_disagreement_score":0.0058622896,"about_ca_system_score_codex":0.0008949904,"about_ca_system_score_gemma":0.0020916248,"threshold_uncertainty_score":0.024863243},"labels":[],"label_agreement":null},{"id":"W4408348711","doi":"10.1186/s13741-025-00507-x","title":"Changes of perioperative cognitive function and its effect on quality of life in laryngeal cancer","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Cognition; Cancer; Medicine; Quality (philosophy); Quality of life (healthcare); Function (biology); Laryngeal Neoplasm; Anesthesia; Internal medicine; Biology; Psychiatry; Physics","score_opus":0.03780712452023579,"score_gpt":0.3725548546611604,"score_spread":0.3347477301409246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408348711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99286556,0.0062300675,0.0000738591,0.00009824302,0.000019811832,0.000008732745,0.00015335095,0.000003977602,0.0005463286],"genre_scores_gemma":[0.99868816,0.0010168141,0.00006190111,0.000029262052,0.00002163791,0.0000083233,0.00010419054,6.909961e-7,0.000069093156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997074,0.00007999839,0.000044335597,0.00003059785,0.00008577795,0.000051886884],"domain_scores_gemma":[0.99883777,0.0002609407,0.00058487337,0.0000345033,0.00013320775,0.00014864962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057457475,0.00020348984,0.000302816,0.00056858506,0.00021530119,0.00051665626,0.00020164877,0.00022268372,0.0008860509],"category_scores_gemma":[0.002039942,0.000079608304,0.0004888638,0.00051655015,0.00022035577,0.00023990315,0.00026442937,0.0003941613,0.00008900137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021384032,0.00009385686,0.99052775,0.00009346796,0.000106948864,0.0001085963,0.00006703963,0.00007010187,0.00022825465,0.000012260036,0.00007986538,0.008398053],"study_design_scores_gemma":[0.0000049712467,0.00029053437,0.99885607,0.00002516713,0.00008726886,0.00026314767,0.00009814541,0.00009743524,0.00010055213,0.000021157566,0.000151223,0.0000043409386],"about_ca_topic_score_codex":0.0015332504,"about_ca_topic_score_gemma":0.002645266,"teacher_disagreement_score":0.0015332504,"about_ca_system_score_codex":0.00028090455,"about_ca_system_score_gemma":0.00037652694,"threshold_uncertainty_score":0.003048718},"labels":[],"label_agreement":null},{"id":"W4410699389","doi":"10.1186/s13741-025-00535-7","title":"Effect of butorphanol nasal spray administration on patient cooperativity during labor epidural placement: a single-center randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science, Technology and Innovation Commission of Shenzhen Municipality","keywords":"Medicine; Anesthesia; Visual analogue scale; Randomized controlled trial; Apgar score; Analgesic; Umbilical artery; Butorphanol; McGill Pain Questionnaire; Surgery; Pregnancy; Gestational age; Gestation","score_opus":0.008574038504652137,"score_gpt":0.2889673180287795,"score_spread":0.28039327952412735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410699389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96328217,0.009005016,0.0015254029,0.0007772102,0.0014053503,0.021696419,0.0008899145,0.00014600645,0.0012725969],"genre_scores_gemma":[0.96228415,0.004184945,0.003682302,0.0009571772,0.00087182154,0.025547009,0.00046809993,0.000023558427,0.0019809178],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962624,0.0021479088,0.00036603195,0.00060081435,0.00031578942,0.0003071245],"domain_scores_gemma":[0.9959508,0.0015147749,0.0010773195,0.00029577507,0.0004050009,0.00075626397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045221895,0.0017361168,0.006690648,0.00073790835,0.0008331716,0.0017602133,0.0015685636,0.0029313776,0.0074695856],"category_scores_gemma":[0.0055765663,0.0010400089,0.003083487,0.0009283955,0.0019590445,0.0016129975,0.00069398497,0.0024671662,0.00074019557],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9885533,0.005422044,0.00024894587,0.0007735599,0.00086590904,0.00001563593,0.000027371007,0.000063639665,0.0004703773,0.000027822141,0.000112995294,0.0034183217],"study_design_scores_gemma":[0.9494807,0.04875685,0.000611581,0.000039161143,0.0006523444,0.000006722729,0.000015801828,0.00017570217,0.00009319759,0.000035377998,0.00012338246,0.000009278968],"about_ca_topic_score_codex":0.0015477984,"about_ca_topic_score_gemma":0.0024078004,"teacher_disagreement_score":0.0074695856,"about_ca_system_score_codex":0.0012091191,"about_ca_system_score_gemma":0.0031370777,"threshold_uncertainty_score":0.024988294},"labels":[],"label_agreement":null},{"id":"W4411568358","doi":"10.1186/s13741-025-00549-1","title":"In search of a characterisation of frailty: applying exploratory factor analysis to ageing preoperative patients","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ageing; Exploratory factor analysis; Gerontology; Medicine; Psychology; Internal medicine; Clinical psychology; Psychometrics","score_opus":0.042083436066275536,"score_gpt":0.3488085617031016,"score_spread":0.3067251256368261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411568358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227387,0.0007048191,0.0061941594,0.00017123415,0.000022356806,0.0000798375,0.0001866862,0.000018550483,0.00034844424],"genre_scores_gemma":[0.99750745,0.000100903264,0.00214472,0.000016633874,0.000013064721,0.000034555676,0.00013758276,0.000003559217,0.000041557152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978781,0.0013436785,0.0001905596,0.00022287558,0.00024484398,0.00011996251],"domain_scores_gemma":[0.989908,0.006804014,0.0014881421,0.00070919434,0.0006043633,0.00048627157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006830318,0.0008829049,0.000782085,0.0024609833,0.00033490828,0.0009146978,0.00043839647,0.00036610026,0.0013137902],"category_scores_gemma":[0.018546976,0.0001780233,0.0017013614,0.0019299504,0.000540473,0.0007310142,0.0010098284,0.0008486899,0.00020000736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046598093,0.000062158615,0.98063344,0.000082778344,0.00032341233,0.00015607609,0.00060481613,0.0005059256,0.00044452064,0.00012769247,0.00018106595,0.016412089],"study_design_scores_gemma":[0.000057277444,0.0012276253,0.9820868,0.00013578396,0.00038438733,0.0009058616,0.0014915768,0.0102039855,0.0005780653,0.0020455385,0.00083792326,0.000045271012],"about_ca_topic_score_codex":0.0013133667,"about_ca_topic_score_gemma":0.0011441355,"teacher_disagreement_score":0.006830318,"about_ca_system_score_codex":0.00027198653,"about_ca_system_score_gemma":0.0011952372,"threshold_uncertainty_score":0.03612262},"labels":[],"label_agreement":null},{"id":"W4415503524","doi":"10.1186/s13741-025-00603-y","title":"Perioperative bronchoaspiration in a semaglutide user on a residue-free diet: a case report and insights from a complication","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Perioperative; Discontinuation; Complication; Surgical complication; Semaglutide","score_opus":0.02008353698953671,"score_gpt":0.3046478474574617,"score_spread":0.284564310467925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415503524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93067235,0.029850036,0.009372102,0.009577617,0.0010666084,0.00032580388,0.0003355003,0.00029599952,0.018504003],"genre_scores_gemma":[0.98510724,0.006598199,0.0025678726,0.00207594,0.0017294692,0.000042800464,0.00015302227,0.000039198905,0.0016861892],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99930274,0.00010906473,0.00009220864,0.00016568505,0.000115226736,0.00021513418],"domain_scores_gemma":[0.9988017,0.0003262232,0.00031732404,0.00009529776,0.00008146105,0.0003780551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039614123,0.0018488923,0.001205383,0.0023444458,0.002234828,0.0021152755,0.0010894415,0.0053310874,0.0018508575],"category_scores_gemma":[0.0023246903,0.0009761136,0.0014190895,0.0013740845,0.0014772994,0.0029404338,0.0018893732,0.0042133546,0.00078777026],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016061238,0.00003158942,0.0044291345,0.000027350754,0.000008182603,0.9938306,0.00014038853,0.000033220327,0.00026536794,0.0001528753,0.00023842593,0.0008268185],"study_design_scores_gemma":[0.00000501263,0.000029235418,0.001828291,0.000022779946,0.000010536652,0.9971323,0.0001643242,0.00012370823,0.000117910684,0.00012584055,0.0004323693,0.0000075618404],"about_ca_topic_score_codex":0.001885732,"about_ca_topic_score_gemma":0.0019392697,"teacher_disagreement_score":0.0053310874,"about_ca_system_score_codex":0.0011954893,"about_ca_system_score_gemma":0.0009374258,"threshold_uncertainty_score":0.008673906},"labels":[],"label_agreement":null},{"id":"W4416675420","doi":"10.1186/s13741-025-00628-3","title":"Day-of-surgery quality gaps in glycemic management: a retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta; Alberta Health; University of Calgary","funders":"Alberta Innovates","keywords":"Retrospective cohort study; Glycemic; Diabetes mellitus; Quality (philosophy); Cohort study; Cohort","score_opus":0.02574933438725929,"score_gpt":0.3562449516117436,"score_spread":0.3304956172244843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416675420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985825,0.00014610724,0.00013423842,0.000029758005,0.000008237361,0.000035638124,0.0008727866,0.0000038221824,0.00018690414],"genre_scores_gemma":[0.9984195,0.00011742442,0.00019738675,0.000058666905,0.0000118048765,0.00003490658,0.0010597886,0.0000045515976,0.000095931005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997421,0.0004811818,0.00029712918,0.00078678865,0.0005490557,0.000464804],"domain_scores_gemma":[0.9947636,0.0006291288,0.001998192,0.0010547797,0.00080290606,0.00075133017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026008922,0.0005566544,0.00070095423,0.0012969984,0.0012593373,0.0016004683,0.0010417487,0.0006498822,0.00094831357],"category_scores_gemma":[0.0040024216,0.00087402825,0.0011429486,0.003097592,0.00060761883,0.00085971446,0.0011253539,0.0011824921,0.0002721585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089356305,0.00003344955,0.99918133,0.0000055490186,0.00008599986,0.00005421414,0.000099315046,0.000017657967,0.0000485857,0.000012506707,0.00010012759,0.00027186965],"study_design_scores_gemma":[0.000019093099,0.000100673315,0.9988341,0.000009963444,0.00007046747,0.00017789708,0.0003753356,0.00019935655,0.000020716232,0.000014557992,0.00016774701,0.000010178131],"about_ca_topic_score_codex":0.11878597,"about_ca_topic_score_gemma":0.13788928,"teacher_disagreement_score":0.11878597,"about_ca_system_score_codex":0.0017670981,"about_ca_system_score_gemma":0.002453154,"threshold_uncertainty_score":0.23618913},"labels":[],"label_agreement":null}]}