{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001388825,0.0007644662,0.0009665935,0.0006819555,0.0006009687,0.0001239235,0.001002114,0.001175992,0.02802231],"category_scores_gemma":[0.0001102868,0.0007711028,0.0003821125,0.001954157,0.0004958608,0.0001946555,0.0003459287,0.001398571,0.05925725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229197,"about_ca_system_score_gemma":0.0003194076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008933122,"about_ca_topic_score_gemma":0.0003912969,"domain_scores_codex":[0.9931296,0.00103083,0.001270113,0.00175412,0.0005117473,0.002303592],"domain_scores_gemma":[0.9961174,0.0006880233,0.0003469453,0.001818266,0.00008637305,0.0009430313],"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":[0.0006606462,0.001504614,0.01350753,0.0002489817,0.0005043953,0.0008750745,0.004918183,0.000005005073,0.0001863101,0.0312072,0.9139102,0.03247193],"study_design_scores_gemma":[0.009770779,0.002462407,0.1811739,0.0004987589,0.0004493885,0.0004315112,0.008086368,0.003176799,0.0001133066,0.002806384,0.7892289,0.001801543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2307397,0.003879841,0.002429758,0.02310903,0.02473657,0.0030034,0.000810427,0.00238322,0.7089081],"genre_scores_gemma":[0.7235935,0.0008838927,0.000180444,0.01104619,0.0006437125,0.0002153543,0.0004241671,0.0001556617,0.2628571],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4928538,"threshold_uncertainty_score":0.999474,"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."}}