{"id":"W86439347","doi":"10.1177/070674371105600805","title":"Access to and Waiting Time for Psychiatrist Services in a Canadian Urban Area: A Study in Real Time","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Referral; Receipt; Medicine; Depression (economics); Psychiatry; Affect (linguistics); Family medicine; Mental health; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001473273,0.0005223455,0.0005843881,0.00186356,0.006973177,0.00201459,0.001738925,0.001088037,0.002484064],"category_scores_gemma":[0.005542779,0.0007310514,0.0006276156,0.00467212,0.001676778,0.0009166377,0.001181035,0.001405356,0.0003101888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0269269,"about_ca_system_score_gemma":0.0269105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869306,"about_ca_topic_score_gemma":0.9898322,"domain_scores_codex":[0.9977977,0.0003179976,0.0001114972,0.0002208527,0.0006202723,0.0009316311],"domain_scores_gemma":[0.9949542,0.0006989738,0.001147627,0.0001336201,0.001700005,0.001365559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002961264,0.000670085,0.9650924,0.0001422303,0.00006280849,0.0006319208,0.02352446,0.0001217342,0.0004673521,0.0001443657,0.0009787567,0.007867908],"study_design_scores_gemma":[0.0000206312,0.000211436,0.9743284,0.00004682959,0.00002272937,0.0001307775,0.02395089,0.0003437438,0.00004691859,0.00002267165,0.0008377791,0.00003722118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987055,0.0001119152,0.00006581176,0.0001471584,0.000005975648,0.00007383639,0.0002828282,0.000002706008,0.0006043207],"genre_scores_gemma":[0.9985858,0.0002082299,0.000200474,0.0001874876,0.000008683904,0.00006815687,0.0002386214,0.000004807352,0.0004976532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0269269,"threshold_uncertainty_score":0.1953693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362631662622742,"score_gpt":0.3387834125824911,"score_spread":0.2951570959562637,"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."}}