{"meta":{"query_hash":"a89c9b6ac297","filters":{"venue":"Laparoscopic Surgery"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/a89c9b6ac297","api":"https://metacan.xera.ac/api/v1/cohort?venue=Laparoscopic+Surgery"},"results":[{"id":"W2801455814","doi":"10.21037/ls.2018.04.07","title":"Minimally invasive pancreaticoduodenectomy for periampullary disease: it’s time for a randomized control trial!","year":2018,"lang":"en","type":"article","venue":"Laparoscopic Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","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":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreaticoduodenectomy; Medicine; General surgery; Laparoscopy; Randomized controlled trial; Abdominal surgery; Periampullary cancer; Surgery; Resection","score_opus":0.035497191504352335,"score_gpt":0.33765656875785216,"score_spread":0.30215937725349984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801455814","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12845898,0.35796097,0.016705764,0.33424377,0.13722749,0.01627335,0.0024028635,0.00083251065,0.0058943215],"genre_scores_gemma":[0.5352101,0.066186674,0.053502068,0.23397942,0.055481788,0.0423105,0.0022683158,0.0003872466,0.010673864],"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","domain_scores_codex":[0.9763213,0.01861853,0.0021842928,0.0009032418,0.001386515,0.0005861559],"domain_scores_gemma":[0.9615777,0.027444275,0.0039283955,0.0029854462,0.0020613363,0.0020027584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040051665,0.001534527,0.008030969,0.0007507674,0.0011216042,0.004790675,0.001508168,0.010214298,0.007888416],"category_scores_gemma":[0.065447085,0.000844741,0.009458337,0.0012878525,0.0030534475,0.006412538,0.001165193,0.009457556,0.0011426107],"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":[0.67808855,0.006009645,0.004531752,0.033412956,0.030634308,0.00027217905,0.00064492127,0.0013073282,0.0024546045,0.016875857,0.06556849,0.1601993],"study_design_scores_gemma":[0.9041354,0.0242289,0.0032816527,0.011673291,0.010855388,0.00010876869,0.00028975596,0.00149155,0.00042593275,0.011308591,0.032036804,0.00016392583],"about_ca_topic_score_codex":0.0020508878,"about_ca_topic_score_gemma":0.0026195927,"teacher_disagreement_score":0.040051665,"about_ca_system_score_codex":0.0016732264,"about_ca_system_score_gemma":0.003154777,"threshold_uncertainty_score":0.21181601},"labels":[],"label_agreement":null},{"id":"W4307377301","doi":"10.21037/ls-22-15","title":"Laparoscopic approaches to adrenalectomy for large adrenal tumours: a systematic review","year":2022,"lang":"en","type":"review","venue":"Laparoscopic Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":4,"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":"Medicine; Adrenalectomy; Perioperative; Gold standard (test); Surgery; Blood loss; Blood transfusion; General surgery; Internal medicine","score_opus":0.20720048680126407,"score_gpt":0.3449951439707317,"score_spread":0.13779465716946765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307377301","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":[0.0006029732,0.9988471,0.000058308247,0.0000901657,0.000045535144,0.000089772555,0.0001141274,0.0000035728488,0.00014845932],"genre_scores_gemma":[0.0062098885,0.9929055,0.00028341348,0.00019423389,0.00005913312,0.00019073047,0.0000980017,0.0000022550246,0.000056864188],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969478,0.000830402,0.0012200475,0.00025561734,0.0006377906,0.00010821826],"domain_scores_gemma":[0.9854635,0.0098584825,0.003177214,0.00013742335,0.00117029,0.00019306914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003086304,0.001136465,0.0052927914,0.0077838534,0.0004063032,0.001555236,0.0014509631,0.0011284687,0.0041860985],"category_scores_gemma":[0.015919197,0.0007135546,0.005156831,0.008572346,0.000558092,0.001463388,0.0009093652,0.0007536763,0.0003240195],"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":[0.00017482608,0.000015342797,0.00068583485,0.95337105,0.004529455,0.00013442428,0.00009954044,0.00006208271,0.00013159917,0.00007217913,0.001116774,0.03960693],"study_design_scores_gemma":[0.00040861743,0.0003870111,0.007643457,0.89457303,0.068470456,0.0013557386,0.00032369894,0.00009015255,0.0001798307,0.0001854551,0.026340274,0.00004230457],"about_ca_topic_score_codex":0.004553048,"about_ca_topic_score_gemma":0.013049256,"teacher_disagreement_score":0.0077838534,"about_ca_system_score_codex":0.0018970637,"about_ca_system_score_gemma":0.0054987734,"threshold_uncertainty_score":0.016322076},"labels":[],"label_agreement":null}]}