{"id":"W4389921763","doi":"10.1590/scielopreprints.7739","title":"DESEMPENHO DAS DIRETRIZES AGA, FUKUOKA E EUROPEIA NOS INCIDENTALOMAS MUCINOSOS DO PÂNCREAS SUBMETIDOS À ULTRASSONOGRAFIA ENDOSCÓPICA COM PUNÇÃO POR AGULHA FINA","year":2023,"lang":"pt","type":"preprint","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"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":[0.005362571,0.0004506868,0.001137585,0.01016244,0.0006625996,0.003529591,0.0006308894,0.001270069,0.005903937],"category_scores_gemma":[0.02850388,0.0003509881,0.001360112,0.01032943,0.001566169,0.004362097,0.001250605,0.000860967,0.0009014696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551035,"about_ca_system_score_gemma":0.002309038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238182,"about_ca_topic_score_gemma":0.003795474,"domain_scores_codex":[0.9952174,0.001207269,0.001452918,0.0006499771,0.001227716,0.0002447241],"domain_scores_gemma":[0.9672039,0.02135112,0.007242308,0.0006948131,0.00307264,0.0004352427],"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":[0.001696731,0.000139146,0.3398216,0.07858995,0.001041605,0.008991132,0.01201871,0.000228785,0.006751569,0.003909736,0.008947209,0.5378639],"study_design_scores_gemma":[0.0001154662,0.0008872555,0.5989205,0.08045269,0.006113945,0.05956584,0.02440839,0.0004587969,0.008289414,0.007342484,0.2131736,0.0002716318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2569404,0.698283,0.00340151,0.007830917,0.001368895,0.000361647,0.00569509,0.0001000412,0.0260185],"genre_scores_gemma":[0.5796863,0.4020168,0.007876807,0.002357175,0.001181119,0.0002746714,0.002558136,0.00005923073,0.003989825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01016244,"threshold_uncertainty_score":0.02836031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07203738331717018,"score_gpt":0.3696442658145281,"score_spread":0.2976068824973579,"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."}}