{"id":"W4244378158","doi":"10.1016/j.jogc.2020.02.009","title":"Clinical Conundrums","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; University of British Columbia","funders":"","keywords":"Medicine; Presentation (obstetrics); Dilemma; Clinical trial; Publication; Protocol (science); Task (project management); Medical physics; Alternative medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04002224,0.000577628,0.0007204957,0.002875325,0.008337249,0.0101069,0.005100012,0.01191402,0.04907748],"category_scores_gemma":[0.1856291,0.0004944467,0.0006097456,0.002473855,0.01737575,0.007941352,0.007812869,0.01818026,0.008955047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01103796,"about_ca_system_score_gemma":0.04540573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108465,"about_ca_topic_score_gemma":0.02784959,"domain_scores_codex":[0.968937,0.01360068,0.002440037,0.002512348,0.009516302,0.00299361],"domain_scores_gemma":[0.8074275,0.06081654,0.006727628,0.009647866,0.06586659,0.04951394],"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":[0.00005740096,0.000107907,0.002564773,0.000258938,0.00001319828,0.0008674849,0.001600477,0.0001006549,0.0001310705,0.1580605,0.7539187,0.08231889],"study_design_scores_gemma":[0.00008293823,0.00004462633,0.001317465,0.001694636,0.00001450759,0.002440118,0.005500148,0.0001984305,0.0001177306,0.113262,0.8752893,0.00003821773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000998514,0.005412362,0.0006936777,0.941004,0.01694669,0.00003820343,0.00004295835,0.00003160095,0.03483196],"genre_scores_gemma":[0.08990441,0.01227597,0.004988565,0.8014152,0.04359805,0.0003754518,0.000285379,0.0001457223,0.0470112],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04907748,"threshold_uncertainty_score":0.2116604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504478168735309,"score_gpt":0.3142665289883046,"score_spread":0.2792217473009515,"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."}}