{"id":"W2011375116","doi":"10.1016/j.jmig.2010.08.263","title":"How Do Our Patients Sleep before Surgery?","year":2010,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prospective cohort study; Morning; Obstetrics and gynaecology; Sleep (system call); Reconstructive surgery; Surgery; General surgery; Pregnancy; 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":[0.0008740091,0.0001863318,0.0004216623,0.0006458517,0.001826181,0.001953946,0.0005264919,0.002044359,0.004600032],"category_scores_gemma":[0.02240084,0.0001982638,0.0004222399,0.0008759976,0.0009626926,0.00220284,0.000707752,0.002979974,0.001071104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434739,"about_ca_system_score_gemma":0.002459947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152277,"about_ca_topic_score_gemma":0.03571482,"domain_scores_codex":[0.9989179,0.0003103217,0.0001225716,0.0000769675,0.0002380853,0.000334235],"domain_scores_gemma":[0.9914358,0.001366558,0.002760176,0.000175214,0.001328748,0.002933393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004382688,0.0005555734,0.7411427,0.0004302869,0.0003446941,0.001456482,0.007122797,0.0001961941,0.0004783833,0.001885918,0.07687698,0.1690717],"study_design_scores_gemma":[0.00008284904,0.0004210813,0.9075321,0.0009957119,0.0002291463,0.003101297,0.03720842,0.0002269168,0.0003113455,0.003614242,0.04614699,0.000129878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373981,0.0226896,0.0008226158,0.2952153,0.005094761,0.00006569549,0.001241112,0.00008361756,0.03738918],"genre_scores_gemma":[0.9629284,0.008971353,0.0003774589,0.02263147,0.001591825,0.00004462961,0.0004806058,0.00003333413,0.002941084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152277,"threshold_uncertainty_score":0.02291143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116734340095668,"score_gpt":0.2550106125596202,"score_spread":0.2433371785500534,"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."}}