{"id":"W4406542072","doi":"10.1016/j.yped.2012.09.039","title":"10.1016/j.yped.2012.09.039","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Radiology","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":[0.0006014193,0.001086409,0.0005223137,0.00170808,0.0008135294,0.00234857,0.0008436156,0.003159168,0.887167],"category_scores_gemma":[0.001627227,0.0004093159,0.0005721006,0.0006861139,0.000802807,0.002295884,0.00124364,0.001527666,0.8159483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681029,"about_ca_system_score_gemma":0.001077808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334105,"about_ca_topic_score_gemma":0.002301604,"domain_scores_codex":[0.9996893,0.00002957573,0.00002939829,0.00007585756,0.00008486727,0.00009093232],"domain_scores_gemma":[0.9990554,0.0001817383,0.0001302744,0.00004786758,0.0001799356,0.0004046675],"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":[0.000377997,0.0004443791,0.01282277,0.000541465,0.00005453541,0.001039518,0.00011314,0.0002513211,0.0007691015,0.003773991,0.2850483,0.6947635],"study_design_scores_gemma":[0.0001251357,0.0002462685,0.0137332,0.001842204,0.00006796712,0.01097918,0.0004451605,0.000435167,0.0006256223,0.00557333,0.9658816,0.00004519739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008890066,0.01796806,0.002712857,0.01102531,0.003291471,0.0001292592,0.00362357,0.001537415,0.950822],"genre_scores_gemma":[0.02749865,0.008509457,0.002773248,0.003748196,0.001620012,0.00009911002,0.002636886,0.000331568,0.9527829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.112833,"threshold_uncertainty_score":0.1609426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007958834176142363,"score_gpt":0.2033649764108487,"score_spread":0.1954061422347064,"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."}}