{"id":"W1538468641","doi":"10.1007/s004640000050","title":"Determinants of outcomes in laparoscopic colorectal surgery","year":2000,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Colorectal surgery; Surgery; Diverticulitis; Laparoscopic surgery; Laparoscopy; Abdominal surgery; Fistula; General surgery; Dissection (medical); Colorectal cancer; Hepatology; Malignancy; Rectum; Prospective cohort study; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006810396,0.000175759,0.0002831792,0.0007604412,0.0005853385,0.000887978,0.0004781325,0.0007754955,0.00378903],"category_scores_gemma":[0.007800566,0.0002217669,0.0005986017,0.001305563,0.0005079412,0.0006341168,0.0008281695,0.001494249,0.0002383042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005007655,"about_ca_system_score_gemma":0.001129105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006009016,"about_ca_topic_score_gemma":0.007863932,"domain_scores_codex":[0.9993087,0.000179897,0.00007067739,0.00007247218,0.00009258722,0.000275768],"domain_scores_gemma":[0.9915821,0.0022627,0.003361795,0.0003078806,0.0003760958,0.002109388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006161989,0.00003767729,0.9989152,0.000005722094,0.00002139968,0.00004004233,0.00002449616,0.00004995725,0.00003826726,0.00005019652,0.0001036423,0.0006517764],"study_design_scores_gemma":[0.000003769897,0.00005099477,0.9991428,0.000005525643,0.000015934,0.0001117971,0.0002030207,0.0002000286,0.00002185038,0.0001478432,0.00009242558,0.000003908199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977253,0.0003174322,0.00009287996,0.0004802793,0.00001518374,0.000005552914,0.0002535015,0.000005215918,0.001104723],"genre_scores_gemma":[0.999598,0.00008790238,0.00002444548,0.00002765937,0.00001958597,0.000002530262,0.0001532473,0.000001936115,0.00008482424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006009016,"threshold_uncertainty_score":0.01267558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197581515286574,"score_gpt":0.3172325294598173,"score_spread":0.2974743779311599,"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."}}