{"id":"W7133083350","doi":"","title":"Examining Pathways to Accessing Outpatient Psychiatric Care in British Columbia","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Ambulatory care; Odds; Health care; Psychological intervention; Primary care; Mental health; Logistic regression; Multinomial logistic regression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000692135,0.0002604985,0.0003013283,0.001358596,0.003181085,0.002061598,0.001413555,0.0004463781,0.003233694],"category_scores_gemma":[0.004394643,0.0003512298,0.0002593938,0.003851141,0.000769032,0.0005588029,0.001854352,0.001470917,0.0003256866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04415602,"about_ca_system_score_gemma":0.05321787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953768,"about_ca_topic_score_gemma":0.9978169,"domain_scores_codex":[0.9989532,0.000164007,0.00005642244,0.0001259457,0.0002094899,0.000490897],"domain_scores_gemma":[0.9970087,0.0003861231,0.000395572,0.00009730105,0.001249805,0.0008624926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009525998,0.000149054,0.9531298,0.000112621,0.00007241851,0.0003412563,0.005777841,0.0007079644,0.0003328311,0.0009990166,0.006387596,0.03189443],"study_design_scores_gemma":[0.00001478756,0.0000302788,0.9774193,0.0001901866,0.00003419722,0.00008347409,0.017162,0.00124288,0.0001134415,0.0002712806,0.003416669,0.00002158277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989455,0.0004918641,0.0001208633,0.001721023,0.00001338921,0.00007048692,0.002503014,0.00001084549,0.005613409],"genre_scores_gemma":[0.9940186,0.0007949489,0.000389348,0.0005344604,0.000004410078,0.00007562814,0.001501791,0.00001006933,0.002670909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04415602,"threshold_uncertainty_score":0.3203759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800330628284952,"score_gpt":0.3504339056692074,"score_spread":0.3124305993863579,"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."}}