{"meta":{"query_hash":"92790e19fce1","filters":{"venue":"Journal of Surgery"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/92790e19fce1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Surgery"},"results":[{"id":"W4247700612","doi":"10.13188/2332-4139.1000014","title":"The Current Indications and Options for Aortic Valve Surgery","year":2014,"lang":"en","type":"article","venue":"Journal of Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"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":"","keywords":"Current (fluid); Medicine; Cardiology; Aortic valve; Business; Internal medicine; Engineering; Electrical engineering","score_opus":0.039930846284531925,"score_gpt":0.3611246912924745,"score_spread":0.32119384500794257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247700612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984699,0.0115549285,0.0005535082,0.0019914461,0.0009763996,0.0001423081,0.000014765387,0.0000068367717,0.000060780596],"genre_scores_gemma":[0.9953895,0.0040201945,0.000052095427,0.00007824487,0.00039348382,0.000015357113,0.000010014398,0.000009438342,0.000031671207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925387,0.00003969583,0.00034888464,0.00006224429,0.00016648966,0.00012878829],"domain_scores_gemma":[0.997037,0.0022305665,0.00026451546,0.00011766449,0.00018381444,0.00016643284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006749764,0.000066040004,0.00026617368,0.00012618813,0.00015172585,0.000028709836,0.000021077272,0.000018251605,0.000005641062],"category_scores_gemma":[0.0008244103,0.00004009053,0.0013422057,0.00008447527,0.000046665522,0.000058848498,0.00000873298,0.0000841624,0.000003170471],"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":[0.00008589925,0.00018410408,0.7568659,0.000051837855,0.00062898383,0.0000014132576,0.000020014519,0.0000010521561,0.000008870702,0.00023759081,0.017779028,0.22413526],"study_design_scores_gemma":[0.00024940918,0.000027036534,0.9754637,0.00012964923,0.00082666264,0.000038080067,0.000024483825,0.000020352758,0.000009488725,0.00082362647,0.02234408,0.000043442542],"about_ca_topic_score_codex":0.000001333927,"about_ca_topic_score_gemma":2.0667316e-7,"teacher_disagreement_score":0.22409183,"about_ca_system_score_codex":0.000028920571,"about_ca_system_score_gemma":0.00018608442,"threshold_uncertainty_score":0.16348444},"labels":[],"label_agreement":null},{"id":"W4318407016","doi":"10.29011/2575-9760.001713","title":"Prospective-Controlled Assessment of Stress Hormones and Pain In Patients Undergoing Myomectomy as Performed by Laparoscopy Against Laparotomy","year":2023,"lang":"en","type":"article","venue":"Journal of Surgery","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","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":"Laparotomy; Medicine; Laparoscopy; Hormone; Prospective cohort study; Surgery; Internal medicine","score_opus":0.03167468338984495,"score_gpt":0.3796609480709256,"score_spread":0.3479862646810806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318407016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973329,0.00033144996,0.000003898868,0.0004715188,0.00056272116,0.0009986792,0.000022713926,0.000022433898,0.0002537074],"genre_scores_gemma":[0.9982904,0.0009788015,0.000106913176,0.00027839345,0.00008356457,0.00006302147,0.000016617172,0.000029370445,0.00015289716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963592,0.0008476825,0.0014627333,0.00017689812,0.00065881066,0.0004946753],"domain_scores_gemma":[0.99379474,0.004183809,0.0013858434,0.00014282372,0.00034943252,0.00014336458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004139191,0.00019863839,0.0009674017,0.0006039698,0.00018919523,0.000014936609,0.00014846746,0.00015220237,0.000056209745],"category_scores_gemma":[0.0010823598,0.00015234992,0.00015462807,0.00048584398,0.000048190377,0.00035338852,0.00008236349,0.0007150167,0.0000062282897],"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":[0.0009504891,0.00024374778,0.9898229,0.0002433523,0.0001923262,0.000012192118,0.0004559542,0.000010090063,0.0012086798,0.000013311416,0.0030890752,0.0037578568],"study_design_scores_gemma":[0.0098342765,0.0003861236,0.9855313,0.0012885256,0.00003802168,5.421294e-7,0.0017104362,0.00017640204,0.00028831436,0.00019934546,0.000380951,0.00016578675],"about_ca_topic_score_codex":0.000032638345,"about_ca_topic_score_gemma":0.00002375525,"teacher_disagreement_score":0.008883787,"about_ca_system_score_codex":0.00030325272,"about_ca_system_score_gemma":0.0006106913,"threshold_uncertainty_score":0.62126493},"labels":[],"label_agreement":null},{"id":"W4415762499","doi":"10.29011/2575-9760.011475","title":"Avicenna’s Canon of Medicine: Foundations of Plastic and Reconstructive Techniques","year":2025,"lang":"","type":"article","venue":"Journal of Surgery","topic":"History of Medicine Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Canon; George (robot); Face (sociological concept); Ideal (ethics)","score_opus":0.0455996445088786,"score_gpt":0.2843209428827374,"score_spread":0.2387212983738588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415762499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7620018,0.07647693,0.00035229648,0.009389382,0.018547669,0.0004459847,0.00010745052,0.000023015758,0.13265547],"genre_scores_gemma":[0.9925291,0.004902654,0.00013440593,0.00009534949,0.00082136487,0.0000020803018,9.996289e-7,0.0000119302385,0.0015021387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974087,0.00013738724,0.0017742871,0.00012862346,0.00038043343,0.00017058001],"domain_scores_gemma":[0.9932074,0.0032900465,0.00193715,0.00013371174,0.0013551734,0.00007650584],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012767959,0.00020078912,0.0012764672,0.0013238746,0.00024486304,0.00001215797,0.000116429204,0.00007345306,0.00076830684],"category_scores_gemma":[0.0020303924,0.00016010276,0.0002484046,0.00015218557,0.0035488638,0.0002483986,0.00004496386,0.00033360437,5.3891983e-7],"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":[0.0016525072,0.00077066635,0.095735945,0.0076696347,0.0064229695,0.00012559502,0.10554677,0.0000045562992,0.0029114578,0.07378254,0.44265345,0.26272392],"study_design_scores_gemma":[0.0028251698,0.0022734748,0.08879411,0.047698718,0.0049606753,0.0002089838,0.11095635,0.000021903295,0.0021186236,0.0128173465,0.72656333,0.0007613084],"about_ca_topic_score_codex":0.00022498843,"about_ca_topic_score_gemma":0.00017072668,"teacher_disagreement_score":0.28390992,"about_ca_system_score_codex":0.00010804958,"about_ca_system_score_gemma":0.000813969,"threshold_uncertainty_score":0.9991629},"labels":[],"label_agreement":null},{"id":"W7118137008","doi":"10.11648/j.js.20251306.14","title":"The Comparative Study of Clinical Efficacy of Different Load-bearing Exercise Therapies for Early Knee Osteoarthritis Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Surgery","topic":"Osteoarthritis Treatment and Mechanisms","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":"Isometric exercise; Osteoarthritis; WOMAC; Visual analogue scale; Gait; Knee Joint; Randomized controlled trial; Clinical trial","score_opus":0.0656861872391277,"score_gpt":0.3507590663036819,"score_spread":0.28507287906455425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118137008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958843,0.0020545772,0.000010040215,0.000057320583,0.0010489901,0.0008312599,0.0000056871017,0.000004667368,0.000103136736],"genre_scores_gemma":[0.99936146,0.0002482614,0.000054118693,0.000012151244,0.00008330121,0.000014467988,0.0000020132798,0.000009731027,0.0002145209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978326,0.00011702971,0.0013652048,0.00011311642,0.00041192048,0.00016011977],"domain_scores_gemma":[0.9959933,0.0022465156,0.0008083245,0.0001897508,0.00068716926,0.00007493494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076333486,0.00013524802,0.0011059922,0.00014086164,0.00008040131,0.000015178665,0.00008014301,0.00006119935,0.0000071018385],"category_scores_gemma":[0.00026381304,0.00008052373,0.00050094404,0.0001195782,0.00008206151,0.00007268972,0.000032881308,0.00017326488,5.951617e-7],"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":[0.006600364,0.0035537502,0.67615336,0.000052493473,0.00044989286,0.0000132759815,0.0017556349,4.883558e-7,0.00033870028,0.000029054294,0.00024491563,0.31080806],"study_design_scores_gemma":[0.01961944,0.013401408,0.9558356,0.0018050696,0.00056767,0.0000035419205,0.002961208,0.0000022258375,0.00527182,0.00017244472,0.00027320458,0.000086409695],"about_ca_topic_score_codex":0.0000061348323,"about_ca_topic_score_gemma":0.0000132548275,"teacher_disagreement_score":0.31072164,"about_ca_system_score_codex":0.000029533287,"about_ca_system_score_gemma":0.00016393873,"threshold_uncertainty_score":0.32836622},"labels":[],"label_agreement":null}]}