{"id":"W2018685558","doi":"10.1016/j.schres.2010.05.032","title":"Preliminary findings from a study of first-episode psychosis in Montreal, Canada and Chennai, India: Comparison of outcomes","year":2010,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychopathology; Context (archaeology); Psychosis; Marital status; Psychiatry; Medicine; Psychology; Clinical psychology; Population","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":[0.0008176608,0.0002659194,0.0009449684,0.0007373115,0.0001599426,0.00002156457,0.0003609504,0.0001742518,0.0001788649],"category_scores_gemma":[0.0008360195,0.0002133793,0.00007688011,0.0008751195,0.0002876468,0.00008705852,0.0003061302,0.001435899,0.000006737072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555914,"about_ca_system_score_gemma":0.0003982155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.929396,"about_ca_topic_score_gemma":0.9940435,"domain_scores_codex":[0.996081,0.0002276181,0.0007202487,0.0006055138,0.001705056,0.0006605424],"domain_scores_gemma":[0.9969823,0.001297802,0.0001143585,0.0008317974,0.0003256799,0.0004480428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01823498,0.003211512,0.9687524,0.0001074481,0.000278728,0.0001427508,0.001002739,0.000001589494,0.0006211464,0.00003621733,0.001021052,0.006589424],"study_design_scores_gemma":[0.01332507,0.002528486,0.978317,0.0001312721,0.00005726662,0.00000583888,0.001562394,0.0002532804,0.003187892,0.0004682976,0.00002463651,0.0001385147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966391,0.0003959403,2.165597e-7,0.001002232,0.00009320857,0.001586172,0.0001395344,0.00001412018,0.0001295251],"genre_scores_gemma":[0.99877,0.0000534422,0.0007493027,0.000008907955,0.00003715553,0.0002311349,0.00003291192,0.00003240475,0.00008472911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06464747,"threshold_uncertainty_score":0.8701357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911557651109673,"score_gpt":0.3619070095208023,"score_spread":0.3227914330097056,"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."}}