{"id":"W3117642128","doi":"","title":"Classificação diagnóstica em psiquiatria da infância e adolescência : limitações vigentes e modelos alternativos guiados pelos dados","year":2020,"lang":"pt","type":"article","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag; Fundação Maria Cecilia Souto Vidigal; Universidade de São Paulo; Eli Lilly and Company; AstraZeneca; Hospital de Clínicas de Porto Alegre; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Institute of Mental Health; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Leon Levy Foundation; Teva Pharmaceutical Industries; Grand Challenges Canada; Fundação Instituto de Pesquisas Econômicas; Bill and Melinda Gates Foundation","keywords":"Economics; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006437344,0.001692852,0.001967693,0.0007246506,0.001839862,0.0006835705,0.002251231,0.00173481,0.006244282],"category_scores_gemma":[0.0002118663,0.001940816,0.001036159,0.001488115,0.0007079566,0.001018039,0.0006724944,0.003037582,0.005169233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774776,"about_ca_system_score_gemma":0.0005132167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005648256,"about_ca_topic_score_gemma":0.000426836,"domain_scores_codex":[0.9899476,0.001533025,0.001583509,0.003010436,0.001159635,0.002765772],"domain_scores_gemma":[0.9942352,0.0005061989,0.001032508,0.001603011,0.000325061,0.002298092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.04357414,0.01061234,0.1952273,0.004686973,0.007492209,0.009387723,0.2645445,0.0004949353,0.006354641,0.0401819,0.2819904,0.135453],"study_design_scores_gemma":[0.1314344,0.01911645,0.3032607,0.005646667,0.005280658,0.00135697,0.3038049,0.03998616,0.001022312,0.01230084,0.1596244,0.01716544],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924615,0.005714904,0.00991372,0.02195907,0.005606718,0.004345565,0.001645104,0.0008831503,0.02531674],"genre_scores_gemma":[0.9804895,0.001395152,0.0003106591,0.007662926,0.001225889,0.00008259735,0.0003792605,0.0002773063,0.008176717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223659,"threshold_uncertainty_score":0.9995818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06955687376018864,"score_gpt":0.3208041360800298,"score_spread":0.2512472623198411,"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."}}