{"id":"W4286697235","doi":"10.1111/hsc.13927","title":"Factors associated with symptom severity in Canadian youth with mental health and/or addictions concerns accessing service navigation","year":2022,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mental health; Mental health service; Addiction; Medicine; Baseline (sea); Activities of daily living; Clinical psychology; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006176767,0.0003371515,0.0004202462,0.0009873911,0.00150201,0.0009398665,0.0005636418,0.0003383263,0.001606098],"category_scores_gemma":[0.002323972,0.0002617849,0.0008739475,0.001527285,0.00045427,0.0003122792,0.0006840266,0.0009022089,0.0001165791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00522656,"about_ca_system_score_gemma":0.006853641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8265029,"about_ca_topic_score_gemma":0.9114071,"domain_scores_codex":[0.9993923,0.00005965674,0.00004540385,0.00006562911,0.0001848412,0.0002521324],"domain_scores_gemma":[0.9987626,0.00006648536,0.0004090527,0.00002762624,0.0003704576,0.0003637524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002549694,0.00003445629,0.9979413,0.000007475798,0.0000107374,0.00003038583,0.0004733476,0.00001125229,0.00004422576,0.000007175589,0.00009942249,0.001314749],"study_design_scores_gemma":[0.000001016359,0.00001793596,0.9989899,0.000005443388,0.000005464829,0.00002107728,0.0008422022,0.00002423229,0.00001140192,0.000002473733,0.0000767672,0.00000210576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999211,0.0001185892,0.00001555353,0.00005347054,0.000004252808,0.00001442706,0.0002793407,0.000001622236,0.0003017122],"genre_scores_gemma":[0.9990709,0.0001436482,0.00006222355,0.00002418773,0.000003805628,0.0000120241,0.0004701948,0.000001129581,0.0002118361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734971,"threshold_uncertainty_score":0.3490376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111945913323981,"score_gpt":0.3638000154656844,"score_spread":0.2526054241332863,"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."}}