{"id":"W4408610185","doi":"10.36926/editorainovar-978-65-5388-303-1_008","title":"DESAFIOS PSICOSSOCIAIS E PROMOÇÃO DA AUTONOMIA FUNCIONAL DE PACIENTE COM ESQUIZOFRENIA 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":"Medicine; Schizophrenia (object-oriented programming); Psychology; Gynecology; Psychiatry","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002124534,0.001745987,0.002017426,0.0005943784,0.001378719,0.0001599375,0.001459976,0.004186652,0.03008325],"category_scores_gemma":[0.0001393158,0.001921262,0.001192397,0.0002331587,0.00113687,0.0001783655,0.000502463,0.00363767,0.008973688],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004059471,"about_ca_system_score_gemma":0.00328846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005940926,"about_ca_topic_score_gemma":0.0004980639,"domain_scores_codex":[0.9903929,0.0008533879,0.001929926,0.00248862,0.0007447127,0.003590425],"domain_scores_gemma":[0.9948127,0.0007468683,0.001210789,0.001459432,0.0004458645,0.001324375],"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":[0.004106615,0.002639789,0.009925989,0.0004950622,0.002612118,0.0005179987,0.003462413,0.000002869134,0.0002314556,0.4561442,0.4880708,0.03179062],"study_design_scores_gemma":[0.01198335,0.001521576,0.0131036,0.0008635949,0.001045704,0.000371556,0.000376906,0.0004226214,0.00007810866,0.00934857,0.9584529,0.002431532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01388189,0.00156323,0.001864352,0.007560539,0.01636871,0.003150024,0.003719772,0.0006149645,0.9512765],"genre_scores_gemma":[0.1149356,0.0004851556,0.001695884,0.01635563,0.001940872,0.000290092,0.001354756,0.0002589015,0.8626831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.470382,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995436668003197,"score_gpt":0.348870361088739,"score_spread":0.308915994408707,"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."}}