{"id":"W4412159395","doi":"10.36926/editorainovar-978-65-5388-326-0_004","title":"TRILHANDO O CAMINHO DA SAÚDE MENTAL: UM PLANO DE CUIDADOS PERSONALIZADO PARA UMA PACIENTE DEPRESSIVA E ESQUIZOTÍPICA","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":"Political science; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001066842,0.001812815,0.002064015,0.0008266442,0.0009939277,0.0001190027,0.001401683,0.003004022,0.03519744],"category_scores_gemma":[0.00004803663,0.001797662,0.0009686351,0.0002238736,0.001090184,0.0001624187,0.0004506299,0.002529134,0.004491386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008061806,"about_ca_system_score_gemma":0.0005966579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006246623,"about_ca_topic_score_gemma":0.0001995192,"domain_scores_codex":[0.991333,0.0007420842,0.001785246,0.00283946,0.0007704463,0.002529771],"domain_scores_gemma":[0.9950835,0.0006122639,0.000891713,0.002124104,0.0001240421,0.001164358],"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":[0.01240077,0.002640127,0.01128227,0.001385627,0.00418106,0.002058804,0.008241349,0.000001426039,0.001018415,0.436059,0.4566489,0.06408218],"study_design_scores_gemma":[0.01167203,0.001401874,0.003962841,0.001605043,0.0009072972,0.001390537,0.00109164,0.00008998318,0.0005094963,0.002432347,0.9728883,0.002048602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008698437,0.007659333,0.001032781,0.003694742,0.009063094,0.002909987,0.002126246,0.0003867206,0.9644287],"genre_scores_gemma":[0.180343,0.002358192,0.0003844554,0.01332904,0.000600224,0.0002365182,0.001140116,0.0002101122,0.8013983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5162393,"threshold_uncertainty_score":0.9997721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05955861790278939,"score_gpt":0.3838168239187827,"score_spread":0.3242582060159934,"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."}}