{"id":"W2414048611","doi":"10.1371/journal.pone.0157083","title":"Duration of Untreated Psychosis in Chinese and Mauritian: Impact of Clinical Characteristics and Patients’ and Families’ Perspectives on Psychosis","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; Fundamental Research Funds for the Central Universities; Central South University","keywords":"dup; Mental illness; Psychiatry; Psychosis; Medicine; Stigma (botany); Psychology; Clinical psychology; Mental health; Biology","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":[0.0005754738,0.0002455075,0.0003368693,0.0008262974,0.0009741251,0.0006231056,0.0002924382,0.0003035013,0.001894223],"category_scores_gemma":[0.002488075,0.0001996998,0.0005154914,0.001138186,0.0005120272,0.0004347067,0.0006449303,0.0004531054,0.00008443242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104947,"about_ca_system_score_gemma":0.00103852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03400219,"about_ca_topic_score_gemma":0.041682,"domain_scores_codex":[0.9995461,0.0001200048,0.00004503768,0.00007085645,0.0000975792,0.000120417],"domain_scores_gemma":[0.9983562,0.0002586873,0.0006834683,0.00005371001,0.00009095953,0.0005569548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008456292,0.00002818929,0.9969291,0.00001209749,0.00004744192,0.0002944387,0.001149372,0.0000173915,0.000117912,0.00002699171,0.00005157321,0.001240979],"study_design_scores_gemma":[0.00000325931,0.00003913032,0.9984391,0.000007804219,0.00001480034,0.0001869224,0.001154473,0.00007134683,0.00001213632,0.00001603559,0.00005118217,0.00000372195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999661,0.0001026725,0.000005749842,0.00004801752,0.000002036857,0.000001956768,0.00002187606,3.963616e-7,0.0001564049],"genre_scores_gemma":[0.9998577,0.00004877663,0.000007852062,0.0000131696,0.000002863838,0.000001396672,0.00002770161,3.554296e-7,0.00004024408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03400219,"threshold_uncertainty_score":0.06760854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082248425076373,"score_gpt":0.3483279310026035,"score_spread":0.3075054467518397,"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."}}