{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124387,0.0002361126,0.0004336584,0.0008234772,0.0004428956,0.000562472,0.0002327938,0.0002690917,0.000984157],"category_scores_gemma":[0.003620708,0.0002238338,0.0002965966,0.0005939051,0.0005305661,0.0004104962,0.0008871019,0.0005423868,0.00009440337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102022,"about_ca_system_score_gemma":0.000466093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002416791,"about_ca_topic_score_gemma":0.009102569,"domain_scores_codex":[0.9991589,0.000347878,0.0001368904,0.0001210835,0.0001402486,0.00009512169],"domain_scores_gemma":[0.9984733,0.0002842235,0.0006925584,0.0001406075,0.0001542474,0.00025504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282957,0.0000520064,0.9914941,0.00003031178,0.00007032307,0.00009784093,0.0008809594,0.00002785909,0.001574066,0.0001689395,0.00008347017,0.005391944],"study_design_scores_gemma":[0.00000455217,0.00008953221,0.9983852,0.00000922779,0.00001620906,0.0004843104,0.0006234589,0.00008763846,0.0001005379,0.0001114316,0.00008547884,0.000002554013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989225,0.000190964,0.0002461076,0.00004241094,0.000005680514,0.00003086706,0.00007240514,0.000002780962,0.0004862769],"genre_scores_gemma":[0.9992693,0.00009407725,0.0003506299,0.00003134161,0.00000504013,0.0000205686,0.0001697091,0.000001078853,0.00005821757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416791,"threshold_uncertainty_score":0.005946398,"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."}}