{"id":"W1519740804","doi":"10.1590/s0100-55022009000300001","title":"O SUS como Escola","year":2009,"lang":"pt","type":"article","venue":"Revista Brasileira de Educação Médica","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003823456,0.001265467,0.002075247,0.0006510874,0.002845437,0.0003823221,0.001601944,0.002257806,0.007287066],"category_scores_gemma":[0.002445664,0.00137062,0.0006520465,0.001799145,0.0003649929,0.0004688969,0.000200234,0.005928818,0.004896353],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517985,"about_ca_system_score_gemma":0.01190531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005997097,"about_ca_topic_score_gemma":0.0001272053,"domain_scores_codex":[0.9850751,0.004708174,0.002788401,0.001812265,0.001314524,0.004301582],"domain_scores_gemma":[0.9900979,0.00180478,0.001399874,0.002903187,0.0005839403,0.003210364],"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":[0.0003131191,0.001784533,0.08878578,0.004369477,0.0001250303,0.000317603,0.02685454,0.000003869225,0.0002896143,0.01756691,0.8017154,0.05787411],"study_design_scores_gemma":[0.002810322,0.001875274,0.5711483,0.01105967,0.000459214,0.0001779253,0.01591644,0.0001942771,0.00003018826,0.0003741628,0.3940376,0.001916633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232056,0.03793361,0.001562183,0.05735989,0.01148306,0.009075783,0.0006231962,0.001499836,0.05725687],"genre_scores_gemma":[0.9364077,0.0009526684,0.0008849088,0.03122362,0.004484894,0.0001119183,0.0001651124,0.0002815965,0.02548758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4823625,"threshold_uncertainty_score":0.9990374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800518640613456,"score_gpt":0.4157802694920987,"score_spread":0.3577750830859641,"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."}}