{"id":"W4404320091","doi":"10.3390/healthcare12222265","title":"Validation of the Mental Illness: Clinicians’ Attitudes Scale: The Factor Structure and Psychometric Properties of the Brazilian Version","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Scale (ratio); Mental illness; Psychology; Psychometrics; Confirmatory factor analysis; Clinical psychology; Psychometric testing; Psychiatry; Mental health; Structural equation modeling; Cronbach's alpha; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001526166,0.0001172306,0.0001525425,0.0000685472,0.0003637267,0.00002301941,0.0002614793,0.0001015129,0.0002012704],"category_scores_gemma":[0.00001323447,0.00004811523,0.00007542076,0.0005639275,0.000179439,0.00007681784,0.00007782144,0.0002122341,0.000006692892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005759872,"about_ca_system_score_gemma":0.00004298307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007529042,"about_ca_topic_score_gemma":0.0002694435,"domain_scores_codex":[0.9987504,0.0002816587,0.0003127755,0.0002183365,0.0002665175,0.0001702763],"domain_scores_gemma":[0.9993533,0.00007329557,0.0001375485,0.0003540373,0.00004347218,0.00003832482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001479846,0.0001016326,0.875598,0.001681555,0.00007195292,4.21305e-7,0.01216305,5.912165e-7,0.001214541,0.0005290399,0.001528469,0.1069628],"study_design_scores_gemma":[0.0003930446,0.0001376014,0.9807752,0.0006272447,0.00003255227,0.000007831363,0.002742609,0.0000110774,0.01303283,0.0001649271,0.001993549,0.00008147665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784588,0.008945116,2.960719e-7,0.008651794,0.002651917,0.0009137444,0.0002378414,0.00001652561,0.000123978],"genre_scores_gemma":[0.9989555,0.0002069767,0.000003622021,0.0003583798,0.00008285203,0.00002072468,0.000009730863,0.0000130247,0.0003491487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068813,"threshold_uncertainty_score":0.2797528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057043233092442,"score_gpt":0.3883391301009552,"score_spread":0.3312958970085131,"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."}}