{"id":"W2951356504","doi":"10.31234/osf.io/yqxtn","title":"The relationship between depressive symptoms, hypomanic symptoms, mood, and category learning.","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Mood; Hypomania; Categorization; Depressive symptoms; Depression (economics); Clinical psychology; Association (psychology); Set (abstract data type); Cognition; Developmental psychology; Mania; Psychiatry; Bipolar disorder; Psychotherapist; 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":[0.0004741492,0.0001609483,0.0002278753,0.0003554006,0.0002015588,0.0004920095,0.0001096124,0.0003017744,0.00133383],"category_scores_gemma":[0.002581256,0.0001482932,0.0001211791,0.0002248653,0.0001602916,0.0001425435,0.0001935397,0.0003588723,0.000121211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180835,"about_ca_system_score_gemma":0.0001440974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433103,"about_ca_topic_score_gemma":0.003640844,"domain_scores_codex":[0.9998583,0.00003916262,0.00002184769,0.00002722221,0.00003268037,0.00002088864],"domain_scores_gemma":[0.9986711,0.0003661158,0.0005650991,0.00004832896,0.00009843981,0.0002509739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006794782,0.0003051057,0.9922808,0.00002703349,0.0001164955,0.00006360305,0.0002424125,0.00003842427,0.000887736,0.00002865051,0.0001378561,0.00519244],"study_design_scores_gemma":[0.00001002414,0.0001932968,0.999435,0.0000028634,0.00001820944,0.00007207121,0.00005939979,0.00006813239,0.00005093958,0.00002904876,0.0000590612,0.000001742207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988165,0.0002334873,0.00002905366,0.00003704565,0.000005268752,0.00001647513,0.0001275271,0.000002076653,0.0007326253],"genre_scores_gemma":[0.9995271,0.00006881752,0.00006174372,0.00001989981,0.000003404345,0.000008769088,0.0001073339,3.171926e-7,0.00020254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001433103,"threshold_uncertainty_score":0.004462123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883308385559224,"score_gpt":0.2897369329880003,"score_spread":0.260903849132408,"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."}}