{"id":"W4238738290","doi":"10.1007/978-3-030-48363-0_10","title":"Gallbladder Cancer","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gallstones; Gallbladder cancer; Cholecystectomy; Gallbladder; Malignancy; Cholecystitis; Cancer; Internal medicine; Disease; Incidence (geometry); Gallbladder disease; Gastroenterology; General 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":[0.0002092271,0.0004966501,0.0003159284,0.001068465,0.0007535158,0.001304177,0.0004612925,0.0007958171,0.1139051],"category_scores_gemma":[0.0005505067,0.0002437157,0.0003156601,0.0007811342,0.0005206572,0.0009219359,0.001405635,0.001327613,0.05329251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006793124,"about_ca_system_score_gemma":0.0009545275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810447,"about_ca_topic_score_gemma":0.01051432,"domain_scores_codex":[0.9998848,0.00001980388,0.000005830493,0.00001750536,0.00005165119,0.00002039795],"domain_scores_gemma":[0.9999062,0.00002517961,0.000005373286,0.00001214324,0.000027401,0.00002368132],"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":[0.00001985546,0.00003521424,0.0002581665,0.0002798541,0.000004463338,0.0002564155,0.0002440607,0.0001023228,0.0004145982,0.03224056,0.7104497,0.2556948],"study_design_scores_gemma":[0.000001366468,0.000006075716,0.000196544,0.00009880495,0.000001600974,0.0003597544,0.0000341814,0.00001133929,0.00003503893,0.001629933,0.9976241,0.000001269926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000525169,0.03339533,0.0006376785,0.00272575,0.00290323,0.00003588582,0.0001720244,0.00007791872,0.9595271],"genre_scores_gemma":[0.002233862,0.01820581,0.0004767043,0.001877227,0.0008115125,0.00002062915,0.000181142,0.00002679845,0.9761662],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1139051,"threshold_uncertainty_score":0.3810505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538249736559608,"score_gpt":0.2812792661259398,"score_spread":0.2358967687603437,"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."}}