{"id":"W2171187623","doi":"10.3109/09638237.2012.734646","title":"Self-referrers to community workshops: Who are they and why do some participants not consult with their GP about their mental health difficulties?","year":2013,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Mental health; Ethnic group; Logistic regression; Medicine; Perception; Coping (psychology); Population; Quarter (Canadian coin); Family medicine; Psychiatry; Psychology; Demography; Gerontology; Clinical psychology; Geography; Environmental health","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":[0.001695551,0.0003614926,0.0009682453,0.000346788,0.001117379,0.000285595,0.0004156299,0.0001285841,0.00002973931],"category_scores_gemma":[0.00004071456,0.0002323813,0.00008839264,0.0002945972,0.0001087431,0.001143502,0.0002485914,0.0009071308,0.00002521543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463344,"about_ca_system_score_gemma":0.0002032228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009937861,"about_ca_topic_score_gemma":0.005888814,"domain_scores_codex":[0.9970416,0.0002643494,0.001091207,0.0002486472,0.0004309338,0.0009232402],"domain_scores_gemma":[0.9974728,0.00008862174,0.001548358,0.0003600894,0.0002469789,0.0002831945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002215853,0.004735205,0.1926479,0.009208171,0.001518798,0.00004810317,0.09569408,0.00007021537,0.0004347431,0.009711009,0.2317313,0.4519846],"study_design_scores_gemma":[0.01094569,0.003168203,0.4584934,0.01097856,0.00005575637,0.000470039,0.2786497,0.0008475229,0.00009249352,0.001655436,0.2331982,0.001445071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190184,0.001534197,0.00002131224,0.07747387,0.0004931079,0.001223556,0.00004007244,0.00008970237,0.000105741],"genre_scores_gemma":[0.9711974,0.0008904284,0.0002208785,0.02718036,0.0003972035,0.00002857581,0.00001387181,0.00004485004,0.00002641272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4505396,"threshold_uncertainty_score":0.996655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104654363654985,"score_gpt":0.2858795406668234,"score_spread":0.2448329970302735,"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."}}