{"id":"W4387705350","doi":"10.6000/1929-6029.2023.12.18","title":"Determinant of Mental Emotional Disorder in Adolescent: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Hasanuddin","keywords":"Mental health; Cross-sectional study; CLARITY; Psychology; Observational study; Clinical psychology; Incidence (geometry); Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004398947,0.00009756164,0.0002184571,0.001057553,0.00005320894,0.00003571237,0.0006344087,0.0001017531,0.002288877],"category_scores_gemma":[0.001220441,0.00008466094,0.00006779117,0.0005676168,0.0002598715,0.0000717326,0.0001698135,0.0009056032,0.000085754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222411,"about_ca_system_score_gemma":0.0003864375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759721,"about_ca_topic_score_gemma":0.0002708347,"domain_scores_codex":[0.9941728,0.000339702,0.001123243,0.0002068443,0.003834893,0.0003225886],"domain_scores_gemma":[0.9982004,0.0006666806,0.0001760963,0.00007439401,0.0007292175,0.0001532684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005694714,0.002982549,0.9522467,0.0000222796,0.00007927379,0.001321795,0.001533094,0.00002817024,0.0000144251,0.005930206,0.003914566,0.03135748],"study_design_scores_gemma":[0.003061842,0.0001993946,0.9883385,0.0003860477,0.000001254469,0.00006783529,0.001014921,0.0002356746,0.000002529566,0.005168884,0.001452673,0.00007048707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943333,0.00007268052,0.0004660946,0.00105008,0.003081092,0.0001860345,0.0001311157,0.000004188507,0.0006754619],"genre_scores_gemma":[0.9985847,0.0002755085,0.0001316093,0.00006755093,0.0004257781,0.000007785767,0.00004088273,0.00001049319,0.0004556513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03609177,"threshold_uncertainty_score":0.9986232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09305645686169382,"score_gpt":0.4987891451739354,"score_spread":0.4057326883122416,"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."}}