{"id":"W4382657268","doi":"10.21203/rs.3.rs-3088061/v1","title":"Quantifying the effects of practicing a semantic task according to subclinical schizotypy","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Schizotypy; Psychology; Task (project management); Categorization; N400; Subclinical infection; Psychosocial; Clinical psychology; Cognitive psychology; Rehabilitation; Audiology; Event-related potential; Psychiatry; Cognition; Medicine; Computer science; Artificial intelligence","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":[0.0008334848,0.0003574401,0.0003531833,0.0001976419,0.000136576,0.0002795455,0.0001176686,0.0003285172,0.001899379],"category_scores_gemma":[0.005498312,0.0001408337,0.0001767944,0.0001197349,0.0003188635,0.0001776926,0.0003605072,0.0004361475,0.0001986469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299505,"about_ca_system_score_gemma":0.0001700622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004822897,"about_ca_topic_score_gemma":0.001052169,"domain_scores_codex":[0.9994717,0.0002127611,0.00007190408,0.00006887313,0.0001275033,0.00004727774],"domain_scores_gemma":[0.996545,0.001540682,0.0009614845,0.0004493527,0.000156923,0.0003465767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02990126,0.005018766,0.3437175,0.0003902845,0.0004604695,0.0005341745,0.001842437,0.002084631,0.4837295,0.0001439557,0.0005639356,0.131613],"study_design_scores_gemma":[0.0001461756,0.01504602,0.9667859,0.00001900246,0.00007532394,0.0003926068,0.0003011194,0.001146167,0.01556708,0.0002020038,0.000300576,0.000018024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993405,0.00004576312,0.0003083611,0.00001905387,0.00000424281,0.00001495717,0.00002754123,0.000007046734,0.0002324167],"genre_scores_gemma":[0.9990302,0.00003449744,0.00065901,0.00001858554,0.000005560998,0.00002018686,0.00005182499,0.000003211377,0.0001767991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899379,"threshold_uncertainty_score":0.006354094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2099414090800507,"score_gpt":0.5068474042401121,"score_spread":0.2969059951600614,"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."}}