{"id":"W2395873368","doi":"","title":"Clinical vistas: Porcelain gallbladder","year":2002,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gallbladder; Cholecystectomy; Cholecystitis; Gallbladder disease; Gallstones; Abdomen; Surgery; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002423472,0.002126611,0.000806896,0.002442156,0.001736442,0.0008573523,0.001001021,0.002536041,0.008897686],"category_scores_gemma":[0.002767004,0.0006646636,0.0005543309,0.002320627,0.001544823,0.002093193,0.00171931,0.00240775,0.001735322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069294,"about_ca_system_score_gemma":0.0007412622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388571,"about_ca_topic_score_gemma":0.003594304,"domain_scores_codex":[0.9995826,0.00003103897,0.00002737704,0.0001218667,0.00007759162,0.0001594771],"domain_scores_gemma":[0.9992675,0.0001298432,0.0001756107,0.00006679652,0.0000803444,0.0002799456],"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":[0.00007563068,0.00006284012,0.01683944,0.00005324867,0.000009442486,0.9774989,0.0002335337,0.00009812244,0.001009899,0.0004541728,0.001388814,0.002276056],"study_design_scores_gemma":[0.00001229638,0.00007139457,0.008723292,0.00004664824,0.000006848968,0.9884687,0.000234255,0.0001159832,0.0002007023,0.0002534716,0.00185603,0.00001033466],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753297,0.01495942,0.003205493,0.009471603,0.001021073,0.0004988788,0.00131186,0.0007694115,0.09343268],"genre_scores_gemma":[0.9902635,0.002446797,0.0006389935,0.001424497,0.0003437886,0.00003415444,0.0002607653,0.0000397207,0.004547868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008897686,"threshold_uncertainty_score":0.02976573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384535833920116,"score_gpt":0.2855018700199208,"score_spread":0.2616565116807196,"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."}}