{"id":"W3206255282","doi":"10.1016/j.annemergmed.2021.05.016","title":"Man with Stones Emerging from Abdomen","year":2021,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Gallbladder; Abdomen; Gallstones; Radiology; Cholecystitis; Anatomy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003579398,0.002152155,0.001550475,0.003723767,0.004301711,0.001820491,0.00100174,0.005869992,0.01138976],"category_scores_gemma":[0.003705198,0.001264772,0.002042417,0.002254962,0.001539441,0.004676692,0.002343973,0.005962894,0.003301873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008242618,"about_ca_system_score_gemma":0.001204175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012734,"about_ca_topic_score_gemma":0.003206856,"domain_scores_codex":[0.9995083,0.00004881723,0.00006083775,0.00009435099,0.00006371912,0.0002239636],"domain_scores_gemma":[0.9989941,0.0001956916,0.0001377858,0.00004775822,0.00009523243,0.000529415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005264861,0.0001048306,0.01375644,0.00005214334,0.00001316656,0.9813309,0.0002386409,0.00005121078,0.0001608261,0.0004777571,0.002319381,0.001441966],"study_design_scores_gemma":[0.00003060594,0.0003042851,0.01788667,0.00010259,0.0000386259,0.9710662,0.00117311,0.0002127027,0.0001964773,0.00121738,0.007729727,0.0000416519],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7464424,0.01738977,0.003692473,0.08980925,0.01135516,0.0006643014,0.002439418,0.0006521867,0.127555],"genre_scores_gemma":[0.9259062,0.0103999,0.002569494,0.02900513,0.009534808,0.0000742202,0.0007975163,0.0001391649,0.02157359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138976,"threshold_uncertainty_score":0.03810257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128793087530916,"score_gpt":0.3916203216538681,"score_spread":0.2628272341229521,"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."}}