{"id":"W4404890941","doi":"10.1016/j.chiabu.2024.107155","title":"Mental disorder diagnoses and symptoms and functional impairment in school-age children in the care of child protective services","year":2024,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Montréal","funders":"","keywords":"Functional impairment; Medical diagnosis; Medicine; Injury prevention; Poison control; Suicide prevention; Occupational safety and health; Human factors and ergonomics; Psychiatry; Child abuse; Psychology; Clinical psychology; Medical emergency","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":[0.0004538277,0.000312287,0.0003444609,0.001588185,0.000817918,0.0006786269,0.0004667057,0.0003544468,0.002843117],"category_scores_gemma":[0.002254587,0.0002904415,0.0003293131,0.001307102,0.000642159,0.0005402054,0.0007987866,0.0008337994,0.0001768912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059404,"about_ca_system_score_gemma":0.0008005042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0374981,"about_ca_topic_score_gemma":0.06177427,"domain_scores_codex":[0.9995717,0.00006909278,0.00004392441,0.00005403388,0.0001082109,0.000152937],"domain_scores_gemma":[0.9985296,0.0001791789,0.000784862,0.00002315281,0.0001098757,0.0003733601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001459334,0.00001951139,0.9990647,0.000007959006,0.000007284174,0.00009141382,0.0003773606,0.000006706912,0.0000374815,0.00000527883,0.00005725366,0.0003105218],"study_design_scores_gemma":[0.000001775138,0.00002580446,0.9987003,0.000009506855,0.000004839123,0.0002051614,0.0009693446,0.00001168079,0.00001696643,0.000004590398,0.00004888725,0.000001107556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996343,0.0000963787,0.000005122562,0.00002001174,0.000002449196,0.000004583902,0.00009203766,8.764766e-7,0.0001441663],"genre_scores_gemma":[0.9995075,0.0001603805,0.0000272279,0.00001489105,0.000003661164,0.000008358451,0.0002015142,8.463339e-7,0.00007555305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0374981,"threshold_uncertainty_score":0.07455969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005056398189875293,"score_gpt":0.2410017162677444,"score_spread":0.2359453180778691,"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."}}