{"id":"W2999379569","doi":"10.1177/0022146519887475","title":"Newcomers and Old Timers: An Erroneous Assumption in Mental Health Services Research","year":2019,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Psychiatric epidemiology; Mental health; Epidemiology; Ethnic group; Premise; Psychology; Psychiatry; Homogeneity (statistics); Clinical psychology; Medicine; Statistics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1706439,0.00067843,0.002633422,0.002209739,0.004559071,0.005355841,0.005712664,0.004084761,0.005968934],"category_scores_gemma":[0.2763445,0.00112012,0.001805781,0.002852309,0.02402483,0.01828389,0.006694665,0.008571802,0.001328699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043942,"about_ca_system_score_gemma":0.002171431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005966932,"about_ca_topic_score_gemma":0.004664366,"domain_scores_codex":[0.9137152,0.04724846,0.006735636,0.01967261,0.01080061,0.001827568],"domain_scores_gemma":[0.7740677,0.1642946,0.01672712,0.03369553,0.007106245,0.004108745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00233626,0.0005195745,0.2764241,0.001187351,0.00134813,0.0008528241,0.02739279,0.001107185,0.000777106,0.518919,0.03142116,0.1377145],"study_design_scores_gemma":[0.0009237332,0.0009858877,0.1237227,0.001700999,0.001063665,0.002102151,0.01302435,0.007993654,0.001876988,0.7952352,0.05106595,0.0003046599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3774459,0.01749294,0.247396,0.3018263,0.0116934,0.001409207,0.002649026,0.0003708722,0.03971635],"genre_scores_gemma":[0.9163988,0.002682823,0.02343858,0.04319011,0.007695853,0.001319355,0.0004881275,0.0001435517,0.004642792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1706439,"threshold_uncertainty_score":0.9024622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021633354203337,"score_gpt":0.5102133514152108,"score_spread":0.4080500159948772,"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."}}