{"id":"W1963670138","doi":"10.1001/jama.2013.280372","title":"Complications of Daytime Elective Laparoscopic Cholecystectomies Performed by Surgeons Who Operated the Night Before","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cholecystectomy; Laparoscopic cholecystectomy; General surgery; Odds ratio; Elective surgery; Surgery; Population; Retrospective cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478997,0.0001487395,0.0003684364,0.00008160973,0.0001313743,0.00003848352,0.0001486153,0.0001057026,0.0003832892],"category_scores_gemma":[0.0002073934,0.00009436288,0.0000917935,0.0003930562,0.000155148,0.0002170979,0.00004345265,0.000273896,0.0001850786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007312254,"about_ca_system_score_gemma":0.0001135787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003519503,"about_ca_topic_score_gemma":0.00006138261,"domain_scores_codex":[0.9989364,0.00007457154,0.0003136279,0.0002163702,0.0001966848,0.0002623266],"domain_scores_gemma":[0.9987394,0.0002214927,0.0001120161,0.0004785001,0.0003580537,0.00009056451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002819742,0.000780544,0.3359537,0.0003239929,0.0008916692,0.00001110379,0.004531493,0.00002425311,0.2839714,0.0003252546,0.3506221,0.0222826],"study_design_scores_gemma":[0.001549543,0.0002147924,0.8481331,0.0002274936,0.00005735283,0.00004773378,0.0001691869,0.0006091153,0.1403398,0.00009632569,0.008416003,0.0001395365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862741,0.0001945089,0.0000743389,0.005096416,0.0001279938,0.0007312138,0.00003969644,0.000058828,0.007402947],"genre_scores_gemma":[0.9901673,0.00002868297,0.0000727898,0.0008960294,0.00004172376,0.0002617748,0.00008719259,0.00002315953,0.008421415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5121794,"threshold_uncertainty_score":0.4196748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008287484297504475,"score_gpt":0.2449247375715326,"score_spread":0.2366372532740282,"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."}}