{"id":"W2791479772","doi":"10.5712/rbmfc13(40)1632","title":"Competências e Atividades Profissionais Confiáveis: novos paradigmas na elaboração de uma Matriz Curricular para Residência em Medicina de Família e Comunidade","year":2018,"lang":"pt","type":"article","venue":"Revista Brasileira de Medicina de Família e Comunidade","topic":"Innovations in Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Pedagogy; Humanities; Medical education; Sociology; Medicine; Philosophy","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01252325,0.002757469,0.004240328,0.002166107,0.002342362,0.0007921666,0.003745391,0.002827406,0.004092726],"category_scores_gemma":[0.01920401,0.002677795,0.000828137,0.006642148,0.004165988,0.0007376609,0.0007751813,0.006899082,0.001239785],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007306685,"about_ca_system_score_gemma":0.01087756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307834,"about_ca_topic_score_gemma":0.0001345835,"domain_scores_codex":[0.9783527,0.004319339,0.004859279,0.002666957,0.004392702,0.00540903],"domain_scores_gemma":[0.9839463,0.002237984,0.002819411,0.004801785,0.00284419,0.003350319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001415139,0.003017994,0.6000163,0.006199318,0.001559315,0.002125757,0.04455759,0.00002289739,0.01606618,0.01945573,0.2836377,0.02192602],"study_design_scores_gemma":[0.01138905,0.00382205,0.7464199,0.02648148,0.004277857,0.003352791,0.04531761,0.02521334,0.00491205,0.0005627921,0.124635,0.003616037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277087,0.01468832,0.03631296,0.009538282,0.002553336,0.005135788,0.0002863439,0.000984598,0.002791683],"genre_scores_gemma":[0.9536998,0.001267939,0.01340263,0.01866676,0.00636816,0.0006410654,0.001137508,0.0006564385,0.00415973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590027,"threshold_uncertainty_score":0.9995379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103569204512253,"score_gpt":0.345591819382505,"score_spread":0.3145561273373825,"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."}}