{"id":"W2530600563","doi":"10.4025/cienccuidsaude.v15i2.29356","title":"<b> Perfil dos diagnósticos de enfermagem de pacientes internados em unidade de clínica médica/ Profile of nursing diagnoses of patients hospitalized at a medical clinic unit<b>","year":2016,"lang":"pt","type":"article","venue":"Ciência Cuidado e Saúde","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Nursing care; Gerontology; Nursing","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":[],"category_scores_codex":[0.002177349,0.001041794,0.001692056,0.0006938762,0.000491314,0.0001783192,0.001396308,0.001049269,0.004751059],"category_scores_gemma":[0.007667491,0.0009443416,0.0008466259,0.0009385351,0.001579495,0.0006365987,0.0003808451,0.0006487446,0.0002509237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278404,"about_ca_system_score_gemma":0.001185102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009243281,"about_ca_topic_score_gemma":0.00006581144,"domain_scores_codex":[0.9897279,0.001924742,0.002689264,0.001345905,0.002109673,0.002202556],"domain_scores_gemma":[0.9912419,0.003397018,0.00195455,0.001289598,0.0007614443,0.001355449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002644353,0.009207906,0.6917111,0.000861313,0.0004724465,0.0001062123,0.01635337,0.00000863999,0.05322716,0.000649917,0.04363433,0.1811233],"study_design_scores_gemma":[0.01424221,0.003643533,0.7988665,0.02282774,0.001696958,0.00005564846,0.001567896,0.001248157,0.1477146,0.0009784948,0.005501568,0.001656766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879559,0.002031894,0.001981858,0.001958499,0.002033062,0.001751083,0.0008562359,0.0001920908,0.00123937],"genre_scores_gemma":[0.9946601,0.001693484,0.001123241,0.0005441642,0.0004225423,0.0002459331,0.0002087674,0.0002655687,0.0008361895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794665,"threshold_uncertainty_score":0.9993007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559187742417094,"score_gpt":0.3327088664318155,"score_spread":0.3071169890076446,"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."}}