{"id":"W2750312421","doi":"10.1016/j.ultrasmedbio.2006.02.054","title":"1050","year":2006,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Gallbladder; Medicine; Cystic duct; Lumen (anatomy); Cholecystitis; Acute cholecystitis; Gallstones; Cholecystectomy; Radiology; Gastroenterology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003706821,0.0007378528,0.0003258065,0.00186743,0.001241634,0.002446954,0.0006263384,0.00147912,0.8196005],"category_scores_gemma":[0.00111469,0.0002387579,0.0003636639,0.001027342,0.0005068139,0.001003203,0.001389212,0.0008129915,0.7579125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006266288,"about_ca_system_score_gemma":0.0007858655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456963,"about_ca_topic_score_gemma":0.003376654,"domain_scores_codex":[0.9997129,0.0000328499,0.00001735991,0.00007211889,0.000118759,0.00004591958],"domain_scores_gemma":[0.9993066,0.0001114479,0.0000213465,0.0001206722,0.0002802742,0.0001596951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166382,0.0001938978,0.001897753,0.0001456318,0.00001570211,0.0003046438,0.0001803506,0.0001966998,0.006035469,0.02010079,0.521662,0.4491504],"study_design_scores_gemma":[0.00001095669,0.00003546732,0.001386036,0.00006420141,0.000006870509,0.0003916618,0.00007104429,0.0001499925,0.0007269623,0.001163988,0.9959865,0.000006287117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001552049,0.0003683082,0.001117815,0.0007293299,0.0005965233,0.0000555023,0.0004759082,0.0004255601,0.994679],"genre_scores_gemma":[0.0031278,0.0002430103,0.0004718844,0.0003544489,0.0001062783,0.00002385699,0.0005207907,0.00006435948,0.9950877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1803995,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266642503142565,"score_gpt":0.2907241552231066,"score_spread":0.278057730191681,"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."}}