{"id":"W1980071211","doi":"10.1590/s0047-20852008000200003","title":"Estudo de validade da escala de sobrecarga de familiares cuidadores de pacientes psiquiátricos","year":2008,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.004267235,0.001735187,0.001784081,0.001105304,0.001416774,0.0005855716,0.002832714,0.002057095,0.0009354801],"category_scores_gemma":[0.002174211,0.001927099,0.001436195,0.001666266,0.001236367,0.0004789835,0.0007513236,0.002965469,0.0008542956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004965169,"about_ca_system_score_gemma":0.002739557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004583011,"about_ca_topic_score_gemma":0.0003597043,"domain_scores_codex":[0.9852995,0.003907389,0.00198011,0.002119668,0.001519181,0.005174126],"domain_scores_gemma":[0.9916197,0.002855055,0.001047249,0.002093513,0.0003182447,0.002066213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157747,0.001692503,0.8072889,0.000361868,0.0007197341,0.002980152,0.02002572,0.001001212,0.03241957,0.0007673294,0.1299424,0.001642868],"study_design_scores_gemma":[0.006444934,0.00126502,0.942592,0.0006334471,0.0009936445,0.007425352,0.008953758,0.002370429,0.01977842,0.001497365,0.005655576,0.00239006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706873,0.006624753,0.01180861,0.001265931,0.003128197,0.001320638,0.0004546487,0.0006600324,0.004049915],"genre_scores_gemma":[0.9778519,0.001646313,0.006315975,0.004689347,0.002627474,0.0003492603,0.00007364675,0.0005029258,0.005943181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353031,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939265014480387,"score_gpt":0.3303056322623928,"score_spread":0.2809129821175889,"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."}}