{"id":"W4408610191","doi":"10.36926/editorainovar-978-65-5388-303-1_011","title":"ECOS DO SILÊNCIO: CONSTRUINDO UM PLANO DE CUIDADOS PSICOSSOCIAIS AO INDIVÍDUO COM ESQUIZOFRENIA","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","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":[0.001351226,0.001794444,0.00234142,0.0009786262,0.0009438891,0.0001308312,0.001583823,0.005406889,0.05943093],"category_scores_gemma":[0.00005816668,0.001932803,0.0008546321,0.0002203723,0.00134249,0.0001384293,0.0004611311,0.004095627,0.01448283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069904,"about_ca_system_score_gemma":0.001254503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628911,"about_ca_topic_score_gemma":0.0004726671,"domain_scores_codex":[0.991595,0.0006624679,0.002093515,0.002445014,0.000621567,0.002582389],"domain_scores_gemma":[0.9942814,0.001237634,0.001176565,0.002071217,0.0001841676,0.001049002],"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":[0.001468698,0.0009955072,0.02132062,0.0004409901,0.002230273,0.0007714651,0.002375056,5.726338e-7,0.00006396796,0.5369328,0.3581288,0.07527125],"study_design_scores_gemma":[0.01065673,0.001605157,0.009037003,0.001568988,0.0009232718,0.0009880875,0.00109713,0.00001712407,0.0001735101,0.01889679,0.9524821,0.002554074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008568372,0.002970561,0.000453389,0.003404367,0.01129429,0.002472801,0.00312327,0.0004383931,0.9672745],"genre_scores_gemma":[0.1896482,0.001625909,0.00058989,0.01580686,0.0007271896,0.0001978083,0.0008528043,0.0002228246,0.7903285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5943533,"threshold_uncertainty_score":0.9994801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818205208528205,"score_gpt":0.3470831774266558,"score_spread":0.3189011253413737,"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."}}