{"id":"W2746903818","doi":"10.1016/j.jogc.2017.05.035","title":"Implementation of a Same-Day Discharge Protocol Following Total Laparoscopic Hysterectomy","year":2017,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Hysterectomy; Laparoscopy; Protocol (science); Gynecology; Surgery; Pathology","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":[0.0001256899,0.00009224882,0.0003694707,0.00009578506,0.0001192585,0.00002276518,0.00007622181,0.00004253285,0.0001288327],"category_scores_gemma":[0.0004454291,0.00006794873,0.00007258595,0.00004947231,0.00002447277,0.0001054606,0.00004402471,0.0001049164,1.898466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663062,"about_ca_system_score_gemma":0.0007656981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696038,"about_ca_topic_score_gemma":0.01347288,"domain_scores_codex":[0.999157,0.00002346925,0.0003749001,0.00008503374,0.0002075843,0.0001519787],"domain_scores_gemma":[0.9988512,0.0001834957,0.0005908621,0.0001429841,0.0001091283,0.0001223682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006913308,0.0000761581,0.9569188,0.0000699857,0.0002486364,0.0009307996,0.00005661216,2.684355e-7,0.0001352194,0.00003077471,0.0002196689,0.04130611],"study_design_scores_gemma":[0.008159875,0.001067111,0.9860379,0.00001642408,0.0001341408,0.00004783171,0.0001212061,0.000006297547,0.000923284,0.00001933474,0.003411499,0.00005508798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932385,0.00009952483,0.000005373369,0.0002927383,0.00238454,0.003532005,0.00001188446,0.000001266817,0.0004341654],"genre_scores_gemma":[0.9992002,0.000003265557,0.0002428697,0.00005181727,0.00002295058,0.0002938969,0.000001740816,0.000007648209,0.000175598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04125102,"threshold_uncertainty_score":0.9895858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633559400991987,"score_gpt":0.3134557332927767,"score_spread":0.2971201392828568,"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."}}