{"id":"W2906565395","doi":"10.1177/2167702618812725","title":"Unique and Transdiagnostic Symptoms of Hypomania/Mania and Unipolar Depression","year":2018,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hypomania; Mania; Bipolar disorder; Psychology; Irritability; Mood; Clinical psychology; Depression (economics); Psychiatry; Prodrome; Depressive symptoms; Bipolar II disorder; Anxiety; Psychosis","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000732081,0.0001027642,0.0002603694,0.00004466877,0.0001207077,0.00001341632,0.0001310724,0.0001330637,0.00006897691],"category_scores_gemma":[0.0006241665,0.00006209337,0.00004544657,0.0002778674,0.003682043,0.00006646458,0.00007084413,0.0001758511,0.00001264533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007884927,"about_ca_system_score_gemma":0.00002507092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001051509,"about_ca_topic_score_gemma":0.000009439041,"domain_scores_codex":[0.9986801,0.00006500454,0.0003171546,0.0005175343,0.0002020708,0.0002181458],"domain_scores_gemma":[0.9989046,0.0003527229,0.00005913886,0.0002706749,0.00008026196,0.000332629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347196,0.0006694611,0.8523925,0.00001046257,0.00001011608,0.00000741673,0.00006268718,1.453019e-8,0.002794398,0.0008784329,0.00003023641,0.1430096],"study_design_scores_gemma":[0.001273354,0.003757089,0.9916034,0.00005655138,0.00004821366,0.00007161714,0.00001403676,0.00004253606,0.0005446189,0.001789677,0.0007268697,0.00007202408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992977,0.001461589,0.0002873335,0.0005619951,0.0001215041,0.0002233736,0.00000276877,0.00003047004,0.004333954],"genre_scores_gemma":[0.9975681,0.0006185393,0.001229007,0.0004909154,0.000055677,0.000003990944,8.194528e-7,0.000004382216,0.00002852869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429376,"threshold_uncertainty_score":0.9990293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428382179390005,"score_gpt":0.4326011461400012,"score_spread":0.3783173243461012,"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."}}