{"id":"W4200468329","doi":"10.3389/fpsyt.2021.690917","title":"School Disengagement and Mental Health Service Intensity Need Among Clinically Referred Students Utilizing the interRAI Child and Youth Mental Health Assessment Instrument","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Disengagement theory; Psychology; Psychiatry; Context (archaeology); Clinical psychology; Medicine; Gerontology","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":[0.001302095,0.0002743244,0.0004756636,0.002075716,0.000714923,0.001141169,0.0006539022,0.0005485493,0.0009418906],"category_scores_gemma":[0.004799463,0.0003143828,0.0005183097,0.00185107,0.0004359107,0.0006988468,0.001308358,0.001229437,0.0002074281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126112,"about_ca_system_score_gemma":0.0008977738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03218804,"about_ca_topic_score_gemma":0.080037,"domain_scores_codex":[0.9989084,0.0002800786,0.0001944438,0.0001033538,0.0002516604,0.0002621502],"domain_scores_gemma":[0.9968717,0.0003777727,0.001726687,0.0001166855,0.000372015,0.0005352266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001001255,0.00005499292,0.9989703,0.0000040794,0.000007566407,0.00001558904,0.0002193407,0.00000735882,0.00003597009,0.000006758748,0.00003419682,0.0006338127],"study_design_scores_gemma":[0.000001070389,0.00005252614,0.999041,0.000004720303,0.000005596326,0.00003701707,0.0007409038,0.00005250306,0.00001874986,0.000004578234,0.00003974698,0.000001551776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999627,0.00004978931,0.00001677205,0.00002833589,0.00000205685,0.00001443475,0.00007042763,0.000002443252,0.0001887315],"genre_scores_gemma":[0.9995863,0.00006361825,0.0000661027,0.00001528958,0.000002780518,0.00001761039,0.0001417891,0.00000105654,0.00010546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03218804,"threshold_uncertainty_score":0.06400132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498671381969551,"score_gpt":0.3302282860149424,"score_spread":0.3052415721952468,"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."}}