{"id":"W2123761016","doi":"10.5712/rbmfc10(35)1011","title":"Prevenção quaternária: as bases para sua operacionalização na relação médico-paciente","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Medicina de Família e Comunidade","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Medicine; 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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01312873,0.001945703,0.003345745,0.001039232,0.002281484,0.0003891287,0.002803233,0.002723016,0.003485156],"category_scores_gemma":[0.01217203,0.001925416,0.0007160208,0.002193192,0.0008969184,0.000815047,0.0008511111,0.007359003,0.003889419],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00687642,"about_ca_system_score_gemma":0.01579488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003986957,"about_ca_topic_score_gemma":0.0005121385,"domain_scores_codex":[0.9721834,0.01323691,0.004067405,0.002305192,0.003234024,0.004973056],"domain_scores_gemma":[0.9826374,0.00349413,0.00217276,0.003960596,0.001390571,0.006344547],"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":[0.001666087,0.001791132,0.393137,0.009355459,0.0005317565,0.002599583,0.1418104,0.00009682449,0.001032052,0.01187073,0.4253431,0.01076584],"study_design_scores_gemma":[0.02230758,0.007509167,0.1608136,0.06351859,0.002824354,0.002840787,0.1961685,0.01560876,0.0003259286,0.0009073142,0.5211312,0.006044202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188113,0.03629651,0.008921757,0.01443084,0.006215667,0.006848368,0.0007842478,0.0009996073,0.006691762],"genre_scores_gemma":[0.9454845,0.001546468,0.001207511,0.02223451,0.002179527,0.0004516558,0.0006943608,0.0005908,0.0256107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323234,"threshold_uncertainty_score":0.9993286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314666645704877,"score_gpt":0.4323106745958254,"score_spread":0.3008440100253377,"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."}}