{"id":"W4389978558","doi":"10.51723/hrj.v4i20.860","title":"Atividades Profissionais do Especialista (APEs) para o Programa de Residência Médica em Oftalmologia: construindo pontes no processo avaliativo","year":2023,"lang":"pt","type":"article","venue":"Health Residencies Journal - HRJ","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Psychology; Chemistry; Art","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01030523,0.0008252617,0.001491868,0.001566706,0.00262707,0.001043265,0.0009324185,0.0008470432,0.002320246],"category_scores_gemma":[0.03228877,0.0007038872,0.0003303734,0.004807404,0.001075454,0.0006381593,0.0002853546,0.003850932,0.001327871],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755562,"about_ca_system_score_gemma":0.01820257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057003,"about_ca_topic_score_gemma":0.00004680556,"domain_scores_codex":[0.9883175,0.001556469,0.003234707,0.001017332,0.003156208,0.002717741],"domain_scores_gemma":[0.9908426,0.001143487,0.002659315,0.0009009815,0.003094596,0.001358951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008785882,0.0008155555,0.07811633,0.003864928,0.000306535,0.0009513713,0.02063188,0.00001003288,0.0003359312,0.002534039,0.8412994,0.05025547],"study_design_scores_gemma":[0.005698081,0.005635141,0.5501844,0.02067432,0.0004249284,0.005867975,0.08146531,0.0009849574,0.0006972952,0.004663933,0.3220548,0.001648791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7840848,0.01967239,0.0005680659,0.180697,0.00697166,0.004384655,0.0001199971,0.00073185,0.002769642],"genre_scores_gemma":[0.8660904,0.0153918,0.01388022,0.02170283,0.01842096,0.0006434619,0.0004255014,0.0004760084,0.06296888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5192445,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252609120427057,"score_gpt":0.422058369549556,"score_spread":0.3495322783452854,"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."}}