{"id":"W3035303983","doi":"10.3389/fpsyt.2020.00313","title":"Chronicity and Sex Affect Genetic Risk Prediction in Schizophrenia","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Mental Health","keywords":"Schizophrenia (object-oriented programming); Affect (linguistics); Population; Replicate; Psychology; Sample (material); Clinical psychology; Psychiatry; Medicine; Environmental health; Statistics","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":[0.0008030614,0.0003046679,0.000184656,0.0005674663,0.0002624127,0.0007471143,0.0001631284,0.0003460099,0.002428084],"category_scores_gemma":[0.003906302,0.000162634,0.0003649858,0.0004355463,0.0003126599,0.0002209526,0.0005563351,0.0004046184,0.0002340198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832303,"about_ca_system_score_gemma":0.0002488137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003568761,"about_ca_topic_score_gemma":0.004739373,"domain_scores_codex":[0.9996144,0.0001863465,0.00002866574,0.00007424167,0.0000504169,0.00004593125],"domain_scores_gemma":[0.9983873,0.0006077422,0.0006141911,0.0001090011,0.00007439675,0.0002072911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003188691,0.00002329089,0.9945893,0.000007719455,0.00007458696,0.00008719584,0.0001262289,0.00006324254,0.0006587282,0.00007792725,0.00005134963,0.003921546],"study_design_scores_gemma":[0.000007329428,0.0000632825,0.9987794,0.00001000676,0.00004175301,0.0001794704,0.0001238446,0.0003243367,0.0001006965,0.0002736727,0.00009269611,0.000003536541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990593,0.0003421304,0.00008849341,0.00009698091,0.000006934321,0.000002018157,0.00009725599,0.000001956404,0.000305062],"genre_scores_gemma":[0.9994276,0.000189258,0.0001322191,0.00001799952,0.000007136999,0.000001637696,0.00008188952,0.00000240051,0.0001398618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003568761,"threshold_uncertainty_score":0.008122742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005128678771813451,"score_gpt":0.2209618517177297,"score_spread":0.2158331729459162,"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."}}