{"id":"W4213219391","doi":"10.35753/rchsi.v5i4.236","title":"Câncer da Vesícula Biliar - Relato de Casos","year":2022,"lang":"pt","type":"article","venue":"Revista Científica Hospital Santa Izabel","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta University of the Arts","funders":"","keywords":"Medicine; Gynecology; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008950567,0.0007954402,0.001210575,0.0003006176,0.001457163,0.0002482402,0.0008389784,0.0001951061,0.00261612],"category_scores_gemma":[0.000284205,0.0008034787,0.0007723298,0.001588357,0.0003608114,0.0001970223,0.001407922,0.001443591,0.0004483719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954401,"about_ca_system_score_gemma":0.0006783471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001957174,"about_ca_topic_score_gemma":0.00001023597,"domain_scores_codex":[0.9940325,0.0003417264,0.001009352,0.001514051,0.001517679,0.00158468],"domain_scores_gemma":[0.9970065,0.0001720072,0.0004440105,0.001504636,0.0001800209,0.0006928684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005857961,0.003026571,0.5370705,0.001358552,0.001467473,0.002721714,0.020653,0.00005442739,0.0015851,0.004033144,0.4226489,0.004794862],"study_design_scores_gemma":[0.004554912,0.002955423,0.2883389,0.0006318436,0.001848544,0.000437731,0.01114463,0.000642708,0.0001555385,0.00004050721,0.6876392,0.00161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312675,0.1538371,0.00006611113,0.003164059,0.002864909,0.00200813,0.0007655488,0.0002279059,0.005798705],"genre_scores_gemma":[0.9831007,0.003220811,0.00008305537,0.00138539,0.001183506,0.0003379712,0.0001860639,0.0001763433,0.01032612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2649903,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752530619093537,"score_gpt":0.2705686333421319,"score_spread":0.2530433271511965,"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."}}