{"id":"W2606485055","doi":"10.1186/s12888-017-1285-3","title":"The role of ethnicity in pathways to emergency psychiatric services for clients with psychosis","year":2017,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Energy Training; Centre for Addiction and Mental Health","funders":"Health Research Board","keywords":"Ethnic group; Psychosis; Psychiatry; Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008830013,0.0002445921,0.0003246237,0.0001823304,0.0006979007,0.00004706855,0.001274419,0.0002322017,0.0000643154],"category_scores_gemma":[0.00007935905,0.0001607045,0.00017519,0.0002909082,0.00007118846,0.00007475119,0.00007320818,0.0002579232,0.00008822917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002257001,"about_ca_system_score_gemma":0.0001189426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180603,"about_ca_topic_score_gemma":0.01506832,"domain_scores_codex":[0.9975607,0.0001517097,0.0007299428,0.0006022181,0.0003339608,0.0006214984],"domain_scores_gemma":[0.9972281,0.0001187139,0.0005479741,0.00176096,0.0001438768,0.000200317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001311781,0.0005566112,0.9346474,0.0001403085,0.00005775299,0.000001039836,0.001740974,0.00001407988,0.0000241753,0.005985453,0.001190373,0.05433005],"study_design_scores_gemma":[0.001251646,0.000483803,0.9598036,0.0001369599,0.00002221125,0.00001044512,0.003626654,0.00003843485,0.000005356421,0.02094278,0.01344558,0.0002325117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796219,0.001643964,0.0004809485,0.001969798,0.007228015,0.001069087,0.00008339823,0.00003790124,0.007865018],"genre_scores_gemma":[0.9922997,0.00009647842,0.006432156,0.0001931125,0.0004526039,0.0002565577,0.00000456718,0.0000468506,0.0002179673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05409754,"threshold_uncertainty_score":0.8408474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357750024544616,"score_gpt":0.3750429809334341,"score_spread":0.3392679784789725,"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."}}