{"id":"W4389890740","doi":"10.51161/conbrasmo2023/25579","title":"AUTODIAGNÓSTICO FRENTE A BANALIZAÇÃO DA ANSIEDADE: UMA VISÃO DA CLÍNICA ESCOLA","year":2023,"lang":"pt","type":"article","venue":"","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013393,0.0006412092,0.0010345,0.002535263,0.002145616,0.002684808,0.001659814,0.002750986,0.006630262],"category_scores_gemma":[0.01125999,0.000389644,0.0005657212,0.001968972,0.00173349,0.002585477,0.001246964,0.002299385,0.0009868197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008662216,"about_ca_system_score_gemma":0.002006757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004188027,"about_ca_topic_score_gemma":0.006527498,"domain_scores_codex":[0.9987186,0.0004332695,0.0001568213,0.0002469531,0.0002123311,0.0002320689],"domain_scores_gemma":[0.9954658,0.002145821,0.0006548667,0.0002336144,0.0008364054,0.0006635665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008255492,0.001527415,0.6011486,0.001257083,0.000136936,0.1248994,0.004506378,0.0004110405,0.008467219,0.01055744,0.01390899,0.232354],"study_design_scores_gemma":[0.0002011248,0.0008857421,0.3634526,0.004722415,0.0005427631,0.5396157,0.02596809,0.004969975,0.004520803,0.01929403,0.03555102,0.0002757579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8031586,0.05953347,0.01515189,0.05277528,0.002741102,0.0004008331,0.0006412513,0.0003848702,0.06521265],"genre_scores_gemma":[0.9713172,0.01444872,0.006047283,0.00320812,0.001468272,0.00005553452,0.0001823955,0.00003675459,0.003235701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006630262,"threshold_uncertainty_score":0.0221805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036448570707419,"score_gpt":0.436550922053297,"score_spread":0.332906064982555,"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."}}