{"id":"W2913543372","doi":"10.1111/eip.12794","title":"Effects of socio‐demographic characteristics, premorbid functioning, and insight on duration of untreated psychosis in first‐episode schizophrenia or schizophreniform disorder in Northern Malawi","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"dup; Schizophreniform disorder; Schizophrenia (object-oriented programming); Population; Psychiatry; Psychosis; Psychology; Psychological intervention; Clinical psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712473,0.000262623,0.0005626786,0.001128206,0.00003210582,0.00002194662,0.0001028984,0.0002001405,0.0001642331],"category_scores_gemma":[0.000109779,0.000217344,0.0001979837,0.0008075348,0.00008645988,0.0001918215,0.00003659243,0.0004113113,0.00002997789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110159,"about_ca_system_score_gemma":0.00006971576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451174,"about_ca_topic_score_gemma":0.07687453,"domain_scores_codex":[0.9978331,0.0001406625,0.0009503275,0.0004361541,0.0003469541,0.0002928011],"domain_scores_gemma":[0.9990289,0.0001220983,0.0003544494,0.0003130971,0.00008777096,0.00009363665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0256974,0.002243967,0.9625446,0.001181968,0.0001300139,0.00001274168,0.0002527766,0.000007134836,0.0000871036,0.0004742285,0.00001519646,0.007352936],"study_design_scores_gemma":[0.02107254,0.00311726,0.9704595,0.003847704,0.00004942901,0.000007278115,0.000106598,0.0002140505,0.0002960241,0.0006614616,0.00000767008,0.000160458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996545,0.0008985745,0.00002153007,0.0004936566,0.0005640278,0.001352349,0.0000154459,0.00002448811,0.00008492751],"genre_scores_gemma":[0.9988325,0.0002446927,0.0004806999,0.00001756975,0.00004653275,0.0001396636,0.00006347065,0.00003415809,0.0001406955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07442336,"threshold_uncertainty_score":0.9399701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006893815049835732,"score_gpt":0.2579757108525748,"score_spread":0.2510818958027391,"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."}}