{"id":"W4399671855","doi":"10.55684/2024.82.e004","title":"Desempenho das diretrizes AGA, Fukuoka e Europeia nos incidentalomas mucinosos do pâncreas submetidos à ultrassonografia endoscópica com punção por agulha fina","year":2024,"lang":"en","type":"article","venue":"BioSCIENCE","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Ultrasonography; Humanities; Gynecology; Philosophy; 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":[0.007807618,0.0004266371,0.001811055,0.009186564,0.0003916355,0.002382545,0.0007212696,0.001437802,0.002005348],"category_scores_gemma":[0.03638763,0.0003549845,0.001776084,0.01045048,0.001216086,0.003313196,0.0008087831,0.0007206482,0.0004008634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051787,"about_ca_system_score_gemma":0.003354166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004178595,"about_ca_topic_score_gemma":0.006973209,"domain_scores_codex":[0.9925707,0.001867826,0.003234867,0.0006097378,0.001490732,0.0002261131],"domain_scores_gemma":[0.9647843,0.02249004,0.00762031,0.0006302471,0.004139527,0.0003356603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008836589,0.00008970853,0.1825169,0.173597,0.002207215,0.004003349,0.002033582,0.0002059418,0.001921691,0.002773103,0.0106293,0.6191387],"study_design_scores_gemma":[0.0002350686,0.0006777631,0.3515218,0.3495111,0.02002677,0.0333491,0.007390042,0.0004247022,0.003159196,0.002946886,0.2305956,0.0001618762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03172376,0.9570575,0.0006332888,0.00337625,0.0006560431,0.0001051518,0.000832739,0.00001720684,0.005598025],"genre_scores_gemma":[0.1796379,0.8130053,0.003191609,0.001912028,0.000749413,0.0001106052,0.0008098329,0.00001512564,0.0005682344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009186564,"threshold_uncertainty_score":0.04129112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593407614770807,"score_gpt":0.3570689577566087,"score_spread":0.3211348816089006,"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."}}