{"id":"W4255457139","doi":"10.1016/s1701-2163(15)30737-4","title":"Chapter 4 Surgical Management","year":2013,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007555208,0.0006470365,0.0004001582,0.001963962,0.001251775,0.001320683,0.0009998488,0.001713855,0.1551044],"category_scores_gemma":[0.002567831,0.0003070871,0.0006978465,0.000885574,0.0005847901,0.0008537431,0.002047131,0.002025296,0.03094866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166059,"about_ca_system_score_gemma":0.006657674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00288878,"about_ca_topic_score_gemma":0.01055198,"domain_scores_codex":[0.9992865,0.00009543607,0.00005209083,0.00005685178,0.0003942745,0.0001148491],"domain_scores_gemma":[0.9991031,0.0001340783,0.00006864645,0.00003994897,0.0003159095,0.000338475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002138599,0.0001682072,0.00126787,0.0008208574,0.00001251456,0.0005409471,0.0002917704,0.0003985188,0.0005686032,0.01819817,0.532996,0.4447151],"study_design_scores_gemma":[0.00001051748,0.00005650211,0.002642362,0.00181583,0.000008827702,0.001697566,0.0002096433,0.00008211582,0.0001745642,0.00602173,0.9872695,0.00001078999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003089354,0.04218279,0.005462276,0.0416285,0.01356062,0.0005382342,0.0006915574,0.0002836937,0.892563],"genre_scores_gemma":[0.02191215,0.08001775,0.01120223,0.01874088,0.009853721,0.0006361849,0.001724647,0.0001808693,0.8557315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1551044,"threshold_uncertainty_score":0.518876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204251336528334,"score_gpt":0.347520747550166,"score_spread":0.2854782341848827,"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."}}