{"id":"W4391386439","doi":"10.55905/oelv22n1-222","title":"Principais exames complementares analisados em pacientes com câncer de pâncreas","year":2024,"lang":"pt","type":"article","venue":"OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA","topic":"Women's cancer prevention and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","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":[],"category_scores_codex":[0.001595542,0.0007000673,0.001011475,0.0004026381,0.0002779418,0.0006299318,0.0005538901,0.0001873478,0.01715286],"category_scores_gemma":[0.0001281319,0.0007326604,0.0005198147,0.0008591015,0.000440518,0.0003860379,0.0004147789,0.0006876929,0.0004816331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830602,"about_ca_system_score_gemma":0.0008863632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098024,"about_ca_topic_score_gemma":0.000910866,"domain_scores_codex":[0.9953312,0.0006554185,0.001061725,0.001126992,0.0004673434,0.00135728],"domain_scores_gemma":[0.9971763,0.0006125908,0.0003624809,0.0009553632,0.00008696092,0.000806263],"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":[0.000222343,0.0006689162,0.6937561,0.002574631,0.003498161,0.0008311275,0.01761291,0.0008113598,0.0005229606,0.01863561,0.1906745,0.07019138],"study_design_scores_gemma":[0.001383945,0.0003671172,0.3593239,0.0008797859,0.0007743055,0.0000533745,0.0108682,0.02432358,0.0001116601,0.0003500057,0.6008714,0.0006927439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407145,0.007651082,0.006632281,0.00696333,0.001537292,0.00185219,0.0006160375,0.0007643875,0.03326894],"genre_scores_gemma":[0.9533932,0.001145215,0.002305264,0.00785762,0.0005920891,0.0002930829,0.000259864,0.0001566705,0.03399703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4101969,"threshold_uncertainty_score":0.9995124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612759628713242,"score_gpt":0.3191014366792929,"score_spread":0.2929738403921605,"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."}}