{"id":"W4379513695","doi":"10.51161/cronics2023/14987","title":"EVALI: DIAGNÓSTICO E CONDUTA TERAPÊUTICA","year":2023,"lang":"pt","type":"article","venue":"","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Computer science; Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008462454,0.0003447118,0.0004575363,0.0003118552,0.0002824673,0.00002929848,0.0004139019,0.0005822232,0.03665407],"category_scores_gemma":[0.00007134316,0.0003300446,0.0001529754,0.0008685298,0.0002917114,0.00007314824,0.00012873,0.0005961049,0.1302532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007349069,"about_ca_system_score_gemma":0.0001012473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374833,"about_ca_topic_score_gemma":0.00005924242,"domain_scores_codex":[0.9965362,0.0005340414,0.0005771841,0.0008273496,0.000239472,0.001285729],"domain_scores_gemma":[0.9978526,0.000633246,0.0001141751,0.0008983178,0.00004243701,0.0004592297],"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":[0.0003037562,0.000735384,0.0189043,0.0001269716,0.0002365938,0.0004664733,0.003942523,0.000001025296,0.0002775017,0.0359781,0.9191995,0.01982793],"study_design_scores_gemma":[0.005721009,0.0015188,0.3239832,0.0001604873,0.0001951019,0.0002526774,0.006141292,0.00028776,0.0002826369,0.004234362,0.6562973,0.0009253699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3791223,0.001235737,0.000131823,0.01816295,0.01858891,0.0009942987,0.000198644,0.0008360841,0.5807292],"genre_scores_gemma":[0.7196689,0.0003774553,0.0000249989,0.01016977,0.0003288704,0.00007560104,0.00009425511,0.00004910306,0.2692111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3405465,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364452848638119,"score_gpt":0.4855212857295968,"score_spread":0.3490760008657849,"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."}}