{"id":"W3017128210","doi":"10.1016/j.schres.2020.04.010","title":"North American Prodrome Longitudinal Study (NAPLS 3): Methods and baseline description","year":2020,"lang":"en","type":"review","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Prodrome; Demographics; Longitudinal study; Gerontology; Psychosis; Medicine; Psychology; Psychiatry; Family medicine; Demography; Sociology; 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":[0.008211791,0.002069018,0.003407996,0.003763,0.001137271,0.001693517,0.002074934,0.001034091,0.008660759],"category_scores_gemma":[0.008700109,0.001041958,0.003968506,0.006568132,0.0004426286,0.001145152,0.001598885,0.00230486,0.002458725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158396,"about_ca_system_score_gemma":0.008255787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01853697,"about_ca_topic_score_gemma":0.04856566,"domain_scores_codex":[0.9969063,0.0008969589,0.001001311,0.0003948718,0.0006620873,0.000138415],"domain_scores_gemma":[0.9963147,0.0008013747,0.000915,0.0002545095,0.0015042,0.00021017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01981274,0.001951347,0.1397112,0.137826,0.02122938,0.0003931391,0.001182699,0.001131299,0.002274927,0.003737537,0.1599921,0.5107577],"study_design_scores_gemma":[0.007136523,0.002709234,0.4548982,0.0366657,0.03360799,0.001147996,0.001030953,0.0004566867,0.001666646,0.004447211,0.4557655,0.0004673576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03224869,0.5861782,0.008355384,0.002019768,0.00128061,0.0436478,0.3169,0.0002809401,0.009088602],"genre_scores_gemma":[0.06077888,0.4262602,0.04357432,0.002203899,0.0005981418,0.1182848,0.3369126,0.00013822,0.01124889],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01853697,"threshold_uncertainty_score":0.0434286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248485038469863,"score_gpt":0.509813621672569,"score_spread":0.261328583202706,"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."}}