{"id":"W4404967846","doi":"10.22563/2525-7323.2024.v9.s1.p.56","title":"ONCO Evidence: uma ferramenta inovadora para a pesquisa, gestão, ensino e assistência em oncologia","year":2024,"lang":"pt","type":"article","venue":"Jornal de Assistência Farmacêutica e Farmacoeconomia","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009383606,0.001297555,0.001573928,0.001009275,0.002230031,0.003057804,0.001720417,0.001556974,0.01285419],"category_scores_gemma":[0.001693921,0.001414196,0.001028709,0.002085487,0.0007975412,0.001982191,0.0004051954,0.003323553,0.00962952],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0119902,"about_ca_system_score_gemma":0.0154468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598366,"about_ca_topic_score_gemma":0.002533029,"domain_scores_codex":[0.986865,0.003271433,0.003067162,0.002246517,0.001466576,0.00308333],"domain_scores_gemma":[0.9911774,0.003563809,0.001084629,0.00101623,0.0006006953,0.002557264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007052783,0.001355554,0.03052209,0.001723029,0.001269241,0.0004993391,0.04587574,0.0001603039,0.002529832,0.0104175,0.583489,0.3214531],"study_design_scores_gemma":[0.001183427,0.0004526682,0.1325731,0.001333914,0.001172511,0.0001315688,0.009982144,0.01373008,0.0004509813,0.0005659172,0.8366061,0.001817573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8261408,0.01166341,0.001592559,0.1140872,0.02346857,0.00321432,0.0003865319,0.001327209,0.01811943],"genre_scores_gemma":[0.9525415,0.004592707,0.0008824002,0.01553467,0.005650184,0.0003802473,0.00009720665,0.0001988725,0.02012224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196355,"threshold_uncertainty_score":0.9999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222929815008252,"score_gpt":0.4811352535410863,"score_spread":0.2588422720402611,"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."}}