{"id":"W2130770552","doi":"10.1176/ps.2007.58.3.357","title":"Perceived Barriers to Mental Health Service Utilization in the United States, Ontario, and the Netherlands","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":462,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Mental health; Mental health service; Service (business); MEDLINE; Environmental health; Psychology; Gerontology; Medicine; Psychiatry; Business; Political science; Marketing","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":[0.0008484809,0.0002027141,0.0002655638,0.0007837759,0.001927287,0.00120179,0.0007112629,0.000271114,0.00195165],"category_scores_gemma":[0.00385571,0.0002335641,0.0003273523,0.002871146,0.0007770416,0.00047644,0.000995376,0.0002965839,0.0001301814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01731117,"about_ca_system_score_gemma":0.01988232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854077,"about_ca_topic_score_gemma":0.9919878,"domain_scores_codex":[0.9990284,0.000145431,0.00008965315,0.0001120229,0.0003378983,0.0002865215],"domain_scores_gemma":[0.9977975,0.0002124517,0.000731516,0.00005485303,0.0006503689,0.0005533164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000654078,0.00004169755,0.9830757,0.00008795759,0.00005049703,0.0001954242,0.007274174,0.00009464881,0.0001067346,0.0002062236,0.002436844,0.006364555],"study_design_scores_gemma":[0.00001162161,0.0000143623,0.9906238,0.00006135608,0.00001403021,0.00004959397,0.00691152,0.00008048691,0.00002501838,0.00002540757,0.002173523,0.000009309894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929554,0.0005797186,0.00003913864,0.0006274832,0.0000102192,0.00004905514,0.001870446,0.00000322851,0.003865473],"genre_scores_gemma":[0.9971893,0.0006016103,0.00009202144,0.0001873807,0.00000568375,0.0000530017,0.0009138839,0.000003783948,0.0009531935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01731117,"threshold_uncertainty_score":0.1256019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484754145812599,"score_gpt":0.3479754541498418,"score_spread":0.3231279126917158,"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."}}