{"id":"W4391989089","doi":"10.36926/editorainovar-978-65-5388-207-2_008","title":"PENSAMENTO À DERIVA: ENFERMAGEM EM SAÚDE MENTAL E A JORNADA DE UM IDOSO EM UMA INSTITUIÇÃO DE LONGA PERMANÊNCIA","year":2024,"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":[0.001193553,0.001861139,0.001586749,0.0007633943,0.0007144453,0.0002321129,0.001319344,0.002618647,0.04209934],"category_scores_gemma":[0.00002030412,0.001942488,0.0008332879,0.0001998312,0.0006087339,0.0002507642,0.0006756392,0.003681871,0.02268353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479921,"about_ca_system_score_gemma":0.0008879751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007912157,"about_ca_topic_score_gemma":0.00680131,"domain_scores_codex":[0.9918503,0.0003810826,0.001743095,0.002481781,0.0007428768,0.002800878],"domain_scores_gemma":[0.9959921,0.0001989522,0.0005341651,0.001685566,0.00009587761,0.001493344],"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":[0.003726255,0.002756538,0.004131597,0.002455,0.005332042,0.01660219,0.07374507,0.000005087742,0.001888873,0.4858193,0.2538925,0.1496456],"study_design_scores_gemma":[0.005229284,0.001709873,0.006635631,0.001810611,0.001074999,0.007628076,0.008346858,0.0001656072,0.0003635435,0.008498829,0.9557463,0.002790388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.112669,0.00681112,0.0005108924,0.002462071,0.0122713,0.002136961,0.000699915,0.0005255172,0.8619133],"genre_scores_gemma":[0.3711761,0.001876883,0.000583551,0.01293315,0.001135008,0.0001643203,0.0004640353,0.000336182,0.6113307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7018538,"threshold_uncertainty_score":0.9994133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06732482348197869,"score_gpt":0.3829780810013559,"score_spread":0.3156532575193772,"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."}}