{"id":"W1564861990","doi":"10.1192/bjp.bp.105.019869","title":"Duration of untreated symptoms in common mental disorders: association with outcomes","year":2006,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Duration (music); Association (psychology); Medicine; Psychiatry; Psychology; Pediatrics; Psychotherapist; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001792538,0.0002886466,0.0004903927,0.0009851604,0.0005465582,0.0008534038,0.000511812,0.0008419705,0.001930956],"category_scores_gemma":[0.009926844,0.0003291373,0.0006824154,0.00139441,0.0006907985,0.0007228361,0.001278851,0.001498613,0.0001677388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704971,"about_ca_system_score_gemma":0.0003910465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005463175,"about_ca_topic_score_gemma":0.0068254,"domain_scores_codex":[0.9984635,0.000497728,0.0001996815,0.0002855985,0.0003004564,0.0002529814],"domain_scores_gemma":[0.981972,0.003114633,0.01082431,0.0006567894,0.0006552597,0.002776867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002302671,0.00005177442,0.9984428,0.00001858809,0.0001092787,0.00007998662,0.00009904828,0.00003880414,0.00006544157,0.00001208779,0.00003072185,0.0008211301],"study_design_scores_gemma":[0.000004443496,0.00008510498,0.9996673,0.000004373468,0.00001601448,0.0001033948,0.00005164104,0.00002040672,0.000007718873,0.00001323806,0.00002423811,0.000002295688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986796,0.0007990006,0.00002674959,0.0000771721,0.000008480957,0.000004415378,0.0002089077,0.000001323637,0.0001944565],"genre_scores_gemma":[0.9993886,0.0002204923,0.00003048785,0.0000179687,0.00001814055,0.00000441191,0.0002528073,0.000001328621,0.00006579249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005463175,"threshold_uncertainty_score":0.01086277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515742810822772,"score_gpt":0.32145139345181,"score_spread":0.3119356506409872,"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."}}