{"id":"W2031201416","doi":"10.1503/cjs.010814","title":"Amnesia in modern surgery: revisiting Wangensteen’s landmark studies of small bowel obstruction","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Amnesia; Landmark; General surgery; Bowel obstruction; Surgery; Psychiatry; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001311506,0.0001136751,0.0006402849,0.0006467753,0.00004443112,0.000009828868,0.00004811725,0.0000645797,0.00001484337],"category_scores_gemma":[0.003095834,0.00009383922,0.00019339,0.0002599634,0.0000880886,0.00009156649,0.000006876719,0.0002355316,0.000001984333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024082,"about_ca_system_score_gemma":0.002052136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003701517,"about_ca_topic_score_gemma":0.005000405,"domain_scores_codex":[0.9986735,0.00008699355,0.0006909595,0.00009274355,0.0001800427,0.0002757678],"domain_scores_gemma":[0.9975813,0.0006696248,0.0003351875,0.0001017159,0.0007218584,0.0005903281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008546845,0.00001343712,0.9747975,0.0002281658,0.00007172969,0.001939027,0.001199531,0.00003506756,0.0004192987,0.00001824978,0.009410235,0.01178222],"study_design_scores_gemma":[0.0007336816,0.0001803176,0.9594895,0.007075822,0.0002190876,0.00711219,0.009329249,0.0002284545,0.00126981,0.001143288,0.01291664,0.0003019176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916971,0.005649304,0.000006827968,0.001431522,0.0006899625,0.00005133963,0.000008222421,0.00000398308,0.0004616925],"genre_scores_gemma":[0.9986717,0.0001688036,0.0002932875,0.0001558466,0.0005227444,0.000001255901,0.000004690769,0.00001467087,0.0001670591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530803,"threshold_uncertainty_score":0.5595611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891558325748966,"score_gpt":0.3009569861838792,"score_spread":0.1118011536089826,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}