{"id":"W2005649562","doi":"10.1590/s0034-71672007000100022","title":"Ciência: o grande segredo da enfermagem","year":2007,"lang":"pt","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Nursing; Medicine","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01172063,0.001867175,0.002607917,0.001186645,0.003229898,0.0005833468,0.001953086,0.00314837,0.005423623],"category_scores_gemma":[0.002636615,0.002031222,0.0009856056,0.002541447,0.0006121536,0.000965939,0.0007058143,0.007821244,0.006358629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004172952,"about_ca_system_score_gemma":0.004731824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000856746,"about_ca_topic_score_gemma":0.0006402495,"domain_scores_codex":[0.9805378,0.004514312,0.004281259,0.002403392,0.001944608,0.006318604],"domain_scores_gemma":[0.9868115,0.003535644,0.001843699,0.003517328,0.0009112148,0.003380589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121136,0.001356564,0.490121,0.01785907,0.000524321,0.004188794,0.05524132,0.00002207297,0.001902001,0.02954788,0.2700098,0.128106],"study_design_scores_gemma":[0.005215584,0.0008508107,0.6634591,0.007087813,0.0007697467,0.0003158331,0.01361273,0.0003977844,0.0002162277,0.000220337,0.3050161,0.002837862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8435,0.01475259,0.03984015,0.003575681,0.01009672,0.008838714,0.001022119,0.002213613,0.07616043],"genre_scores_gemma":[0.9603488,0.0007537568,0.001221519,0.0100611,0.004624647,0.0001151325,0.0003900449,0.0006383057,0.02184665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1733381,"threshold_uncertainty_score":0.9996498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124586634757533,"score_gpt":0.4358375387187254,"score_spread":0.3233788752429721,"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."}}