{"id":"W1966150925","doi":"10.1097/nmd.0000000000000290","title":"North American Prodrome Longitudinal Study (NAPLS 2)","year":2015,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health","keywords":"Prodrome; Psychosis; Longitudinal study; Psychiatry; Schizophrenia (object-oriented programming); Clinical psychology; Positive and Negative Syndrome Scale; Medicine; Psychology; Pediatrics; Internal medicine; Pathology","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":[0.001272242,0.000480003,0.0004264602,0.0007114798,0.001553483,0.0005689307,0.0005454313,0.000602664,0.00307673],"category_scores_gemma":[0.001135747,0.0006689579,0.000304848,0.0008815041,0.0002280124,0.000781537,0.001092403,0.001126472,0.000913374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006332604,"about_ca_system_score_gemma":0.001037948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683842,"about_ca_topic_score_gemma":0.05014653,"domain_scores_codex":[0.9995372,0.0001765612,0.00004192751,0.0001059671,0.00007855592,0.00005982704],"domain_scores_gemma":[0.9992409,0.00005048566,0.0002020509,0.00009602009,0.0002034487,0.0002071364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001826721,0.0005757969,0.9753274,0.000191316,0.0002000104,0.001002455,0.002555231,0.00008923838,0.00212722,0.0005831729,0.005691649,0.009829807],"study_design_scores_gemma":[0.0001833084,0.0004021841,0.9931458,0.00003464084,0.00005103371,0.0006055902,0.0005824952,0.0000741539,0.0001315827,0.0001568041,0.004621209,0.00001119393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788843,0.0003859139,0.0005755798,0.0002817795,0.00003940228,0.0009855127,0.01416719,0.00003074144,0.004649456],"genre_scores_gemma":[0.9473213,0.0007499389,0.004220946,0.0006796794,0.00006568243,0.004126126,0.03222096,0.00003370489,0.01058156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01683842,"threshold_uncertainty_score":0.03348082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992407390203076,"score_gpt":0.3343796100360799,"score_spread":0.2844555361340491,"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."}}