{"id":"W2998662373","doi":"10.1002/9780471420194.tnmc16.pub3","title":"Gallbladder","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Gallbladder; Cystic duct; Medicine; Physical examination; General surgery; Radiology; 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":[0.0002487195,0.0006139463,0.0002884301,0.00180353,0.0007056682,0.001210453,0.0003504705,0.0004983741,0.2149612],"category_scores_gemma":[0.0008852632,0.0001732338,0.000552756,0.001291477,0.0002840878,0.0007010738,0.001191725,0.0007593948,0.1112173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000657372,"about_ca_system_score_gemma":0.001033026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206044,"about_ca_topic_score_gemma":0.002427114,"domain_scores_codex":[0.9997823,0.00002717605,0.00003028673,0.00003280515,0.00006396006,0.00006355226],"domain_scores_gemma":[0.9997174,0.0000268431,0.00004036531,0.00005937539,0.00007737256,0.00007859205],"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":[0.0007759153,0.0001864338,0.01784077,0.001566309,0.00008249982,0.005584179,0.0001883734,0.0002280195,0.005491629,0.01379814,0.3498765,0.6043812],"study_design_scores_gemma":[0.00006451699,0.00007618922,0.009119433,0.0004219343,0.0000495663,0.007898804,0.0001183653,0.00006043558,0.001656809,0.002553628,0.9779682,0.00001220385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01948982,0.01478795,0.00181405,0.002457914,0.001575523,0.0002510393,0.01478926,0.0007252178,0.9441093],"genre_scores_gemma":[0.1612263,0.02489607,0.004611786,0.003526795,0.001611222,0.0002711636,0.0395877,0.000479777,0.7637891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2149612,"threshold_uncertainty_score":0.7191169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560607617531914,"score_gpt":0.3322568791730509,"score_spread":0.2966508029977318,"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."}}