{"id":"W2011679201","doi":"10.1590/s0100-69912012000600009","title":"Fatores preditivos de morbidade nas ressecções pancreáticas esquerdas","year":2012,"lang":"pt","type":"article","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Medicine; Gynecology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004157871,0.001099568,0.002599979,0.0005872297,0.0006938484,0.0005685476,0.0009551315,0.001266922,0.004443219],"category_scores_gemma":[0.005094581,0.001045678,0.0006841131,0.0009927403,0.001160644,0.0005672686,0.0004755176,0.001878723,0.001476738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191967,"about_ca_system_score_gemma":0.002655896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004854526,"about_ca_topic_score_gemma":0.00002418871,"domain_scores_codex":[0.9900459,0.001861596,0.00158987,0.001112061,0.001479744,0.003910805],"domain_scores_gemma":[0.9910345,0.003350607,0.0006089768,0.001831545,0.0004634703,0.002710881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007361009,0.001311185,0.9101005,0.002629776,0.001122146,0.0006888241,0.004471823,0.00000314335,0.004327499,0.01216571,0.0611298,0.001313518],"study_design_scores_gemma":[0.003647487,0.0009798621,0.9026428,0.003399382,0.002710288,0.001288328,0.003464579,0.0008611358,0.002173852,0.0001841344,0.07746298,0.0011851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282104,0.05398395,0.001284227,0.0009746043,0.0006405361,0.002425772,0.0002814029,0.000299174,0.0118999],"genre_scores_gemma":[0.9740828,0.006545735,0.00113544,0.001049688,0.005002805,0.0005393659,0.0001133538,0.0002568142,0.01127406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04743822,"threshold_uncertainty_score":0.9993007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180832585341377,"score_gpt":0.3582448592811017,"score_spread":0.316436533427688,"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."}}