{"id":"W4406417871","doi":"10.1016/j.yped.2016.08.090","title":"10.1016/j.yped.2016.08.090","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Center (category theory); Single Center; Cohort; General surgery; Appendicitis; Surgery; Internal 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005070108,0.0008838852,0.0004402637,0.001474884,0.0007997341,0.00207191,0.0008195216,0.002948109,0.8684891],"category_scores_gemma":[0.001724086,0.0003712175,0.0005507242,0.0006074104,0.000723419,0.002086876,0.001186296,0.001500788,0.7978573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007993379,"about_ca_system_score_gemma":0.001102726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773245,"about_ca_topic_score_gemma":0.002822225,"domain_scores_codex":[0.9997037,0.00002908748,0.00002943945,0.00006448775,0.00008351354,0.00008975413],"domain_scores_gemma":[0.9990017,0.0001756938,0.0001377388,0.00004407925,0.0001870591,0.0004536695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003854111,0.0004006308,0.01291528,0.0005552208,0.00004761542,0.001174963,0.0001232191,0.0002462492,0.0007025499,0.003128545,0.3183674,0.6619529],"study_design_scores_gemma":[0.0001163115,0.0002225768,0.01380299,0.001878449,0.0000568864,0.01042551,0.0004796942,0.000359199,0.0005696297,0.005003681,0.9670449,0.00004006919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008269062,0.01557919,0.002351769,0.01173211,0.003261991,0.0001255785,0.003621544,0.001384141,0.9536746],"genre_scores_gemma":[0.03113855,0.008412566,0.002806411,0.004062599,0.001734434,0.0001084918,0.002970954,0.0003566155,0.9484094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1315109,"threshold_uncertainty_score":0.1875842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00727052372735447,"score_gpt":0.2005239653387861,"score_spread":0.1932534416114316,"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."}}