{"id":"W4406511436","doi":"10.1016/j.ysur.2016.02.002","title":"10.1016/j.ysur.2016.02.002","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; German; Quality assurance; Acute appendicitis; Multicenter study; General surgery; Intensive care medicine; Family medicine; Medical physics; Surgery; Pathology; Randomized controlled trial","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":[0.0005857836,0.0009391861,0.0004404866,0.00144635,0.0007918718,0.00211912,0.0008169899,0.002888885,0.8674984],"category_scores_gemma":[0.00155637,0.0003649241,0.0005343767,0.0006189022,0.0006934309,0.002073146,0.001166217,0.001370495,0.8086462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000728548,"about_ca_system_score_gemma":0.001084928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610364,"about_ca_topic_score_gemma":0.002652823,"domain_scores_codex":[0.999721,0.00002477486,0.00002822829,0.00006167918,0.00007808438,0.00008618559],"domain_scores_gemma":[0.9990707,0.0001580883,0.0001410578,0.00004029102,0.0001758221,0.0004141064],"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":[0.0003508326,0.0003684425,0.01170579,0.0005831592,0.00004361369,0.0009135607,0.0001461114,0.0002939919,0.0008082153,0.003524762,0.2521959,0.7290655],"study_design_scores_gemma":[0.00009959172,0.000213905,0.01270578,0.001638712,0.00005538316,0.007707347,0.0005631842,0.0005148402,0.0006974203,0.004982439,0.9707822,0.0000391022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01037353,0.01576599,0.00349453,0.01114543,0.002836547,0.0001302841,0.00356452,0.0019565,0.9507326],"genre_scores_gemma":[0.03220877,0.007914781,0.003849974,0.003440469,0.001393888,0.0001121027,0.002881296,0.0003975365,0.9478012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1325016,"threshold_uncertainty_score":0.1889974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007205666115635822,"score_gpt":0.1954550504053062,"score_spread":0.1882493842896703,"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."}}