{"id":"W7026529927","doi":"","title":"Anxiety and Family Functioning: An Examination of Factors Associated with Mental Health Service Complexity for Clinically Referred Children and Youth","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Ethics, Aesthetics, and Art","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychosocial; Anxiety; Mental health service; Interpersonal communication; Interpersonal relationship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006452427,0.0002028584,0.00032829,0.0002003555,0.0006757762,0.0002142107,0.0001894177,0.0001174586,0.000003969662],"category_scores_gemma":[0.00003016017,0.0001993584,0.00004751638,0.00008718444,0.0004113559,0.0008288419,0.0001036788,0.000291011,5.16219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007577562,"about_ca_system_score_gemma":0.00008923936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006617753,"about_ca_topic_score_gemma":0.02413197,"domain_scores_codex":[0.9986404,0.0002685013,0.0002872315,0.0003934777,0.0001827322,0.0002277075],"domain_scores_gemma":[0.9989727,0.00009393216,0.0002890895,0.0002008452,0.0003164758,0.0001269932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591236,0.0001639946,0.9635181,0.00005822247,0.0001109068,2.58062e-7,0.03146902,0.000001306831,0.00001512863,0.003967119,7.140198e-7,0.0005361231],"study_design_scores_gemma":[0.001784865,0.0005559535,0.9822875,0.0002418905,0.00009659837,6.564564e-7,0.01433465,0.000001581958,0.00002526852,0.0002392318,0.0002323568,0.0001994696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998032,0.00004946999,0.0000837169,0.000345753,0.0001355315,0.000431529,0.0005302599,0.00008002052,0.0003117592],"genre_scores_gemma":[0.9975756,0.00005302755,0.00001897455,0.0006046728,0.00003197864,5.290693e-7,0.000603259,0.00001848278,0.001093483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02406579,"threshold_uncertainty_score":0.9936751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2326037229538613,"score_gpt":0.3312968684643436,"score_spread":0.09869314551048239,"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."}}