{"id":"W4408610192","doi":"10.36926/editorainovar-978-65-5388-303-1_007","title":"ESQUIZOFRENIA COMO PSICODIAGNÓSTICO E OS CUIDADOS HUMANIZADOS DE ENFERMAGEM NO CENTRO DE ATENÇÃO PSICOSSOCIAL","year":2025,"lang":"pt","type":"book-chapter","venue":"","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00136031,0.001858958,0.00213618,0.0007115342,0.001211674,0.0001492661,0.001727971,0.004160095,0.05822866],"category_scores_gemma":[0.0001662069,0.002096109,0.00095521,0.0002157377,0.0009761348,0.0001511478,0.0005303622,0.003802967,0.0226039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769066,"about_ca_system_score_gemma":0.001226853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009217069,"about_ca_topic_score_gemma":0.0004639346,"domain_scores_codex":[0.9907142,0.0009062222,0.001966784,0.002349469,0.0006086552,0.003454649],"domain_scores_gemma":[0.9945567,0.0009606075,0.0009358923,0.001939167,0.0003868965,0.001220687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002138432,0.001781522,0.005516207,0.0007822316,0.001533935,0.001234055,0.00265404,0.000001444194,0.0002344272,0.5825782,0.3660368,0.03550869],"study_design_scores_gemma":[0.01226511,0.001757926,0.01088261,0.001544173,0.001651471,0.0005160078,0.0004680939,0.0001595736,0.0001902438,0.01658202,0.9509493,0.003033484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003260432,0.001718892,0.003066647,0.002949473,0.01290291,0.002704927,0.001394408,0.0006405966,0.9713617],"genre_scores_gemma":[0.127791,0.002286985,0.0009698975,0.02688089,0.002598969,0.0002308729,0.0007894661,0.0003276278,0.8381243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5849125,"threshold_uncertainty_score":0.9994155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05007495320999911,"score_gpt":0.380928014676335,"score_spread":0.3308530614663359,"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."}}