{"id":"W4411618673","doi":"10.51847/ypxl7dt","title":"10.51847/YpXl7dt","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive jaundice; Medicine; Jaundice; Value (mathematics); Signs and symptoms; Internal medicine; Gastroenterology; Intensive care medicine; Computer science","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":[0.0005159343,0.001362726,0.0006307079,0.001297617,0.0008287959,0.001875908,0.001281295,0.003345485,0.8408498],"category_scores_gemma":[0.0004954989,0.0004489051,0.0007069032,0.0008888799,0.0007764269,0.00111848,0.001863302,0.001446446,0.898873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650788,"about_ca_system_score_gemma":0.000489497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104721,"about_ca_topic_score_gemma":0.001009049,"domain_scores_codex":[0.9996879,0.00003259755,0.00002902639,0.00009006946,0.00009302939,0.00006729339],"domain_scores_gemma":[0.9994753,0.00005887839,0.00005321843,0.00009934587,0.00007915779,0.0002341501],"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":[0.0006494108,0.0002931764,0.003941397,0.0005077808,0.00004663858,0.003245464,0.00009502951,0.0003602652,0.02037988,0.00744541,0.2080901,0.7549455],"study_design_scores_gemma":[0.0001010943,0.00009602231,0.002801167,0.000126212,0.00001564096,0.004032929,0.0000488865,0.0002226061,0.002937024,0.001562892,0.9880396,0.00001605069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008102405,0.004522002,0.004979583,0.004450625,0.003266219,0.0002335063,0.006640826,0.0042933,0.9635114],"genre_scores_gemma":[0.01174025,0.0008808604,0.001547294,0.001215464,0.0003722758,0.00008776953,0.003905837,0.0003329642,0.9799172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1591502,"threshold_uncertainty_score":0.2270084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007192944604404156,"score_gpt":0.205849114092441,"score_spread":0.1986561694880369,"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."}}