{"id":"W4406102769","doi":"10.21727/rm.v15i3.4885","title":"Modelo de Ensino One Minute Preceptor nos Cenários de Urgência e Emergência","year":2024,"lang":"pt","type":"article","venue":"Mosaico","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Psychology; Humanities; Philosophy","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":[0.001817051,0.0002540616,0.000284339,0.000174347,0.0006243361,0.000373692,0.0003291914,0.0004031282,0.004028221],"category_scores_gemma":[0.0005022361,0.0002926857,0.0001616509,0.0009095091,0.0001209055,0.0003835282,0.00005274239,0.0004490698,0.002113414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125909,"about_ca_system_score_gemma":0.004516905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004590054,"about_ca_topic_score_gemma":0.002159226,"domain_scores_codex":[0.9966556,0.000637887,0.0005408741,0.0005516282,0.0005936757,0.001020271],"domain_scores_gemma":[0.9984193,0.0002721242,0.0001186852,0.0003090352,0.0001808272,0.0006999673],"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":[0.00004165739,0.0005737876,0.003232012,0.0006871575,0.0001303746,0.00001264811,0.2987762,0.0001933058,0.002324261,0.01707474,0.6026704,0.07428345],"study_design_scores_gemma":[0.0002674576,0.0001007757,0.004912778,0.000410978,0.0001406727,0.000004118624,0.008567478,0.03633283,0.001638719,0.00137395,0.9457083,0.000541907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8019707,0.005066056,0.01337908,0.1329226,0.0127194,0.002169085,0.000261429,0.0009376097,0.03057405],"genre_scores_gemma":[0.9320601,0.0009648055,0.0011073,0.003819904,0.002634372,0.00008790838,0.00008309104,0.00006237887,0.05918013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.343038,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152764264702257,"score_gpt":0.401647947155936,"score_spread":0.2863715206857104,"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."}}