{"id":"W4406511683","doi":"10.1016/j.yped.2012.08.013","title":"10.1016/j.yped.2012.08.013","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; Radiology; Appendicitis; Nuclear medicine; General surgery","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":[0.0005976406,0.001033886,0.0005174544,0.001616356,0.0007989944,0.002326243,0.0008390501,0.003158752,0.8778824],"category_scores_gemma":[0.00169887,0.0003939451,0.0005600979,0.0006412031,0.000773302,0.002255084,0.001217986,0.001548591,0.7989085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007658365,"about_ca_system_score_gemma":0.001069322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317384,"about_ca_topic_score_gemma":0.002306966,"domain_scores_codex":[0.9996871,0.0000306108,0.00002809214,0.00007318735,0.00008739279,0.00009367119],"domain_scores_gemma":[0.9990672,0.0001817044,0.0001262453,0.00004437812,0.0001751602,0.0004053069],"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":[0.0003859448,0.0004435976,0.01303747,0.0005372773,0.0000547038,0.001083139,0.0001197159,0.00025314,0.000746683,0.00374663,0.3001409,0.6794508],"study_design_scores_gemma":[0.0001173307,0.0002323319,0.01373825,0.00179159,0.00006403628,0.01084844,0.0004367546,0.0004019246,0.0005518474,0.005064293,0.9667116,0.00004167023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009120171,0.01924615,0.002661817,0.01215753,0.003354305,0.0001190948,0.003406869,0.001413337,0.9485207],"genre_scores_gemma":[0.02883796,0.009209156,0.002820257,0.00391273,0.001689078,0.00009765686,0.002593379,0.0003148313,0.9505249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1221176,"threshold_uncertainty_score":0.1741859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007613868970170002,"score_gpt":0.2007502925130892,"score_spread":0.1931364235429192,"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."}}