{"id":"W2582772457","doi":"10.1016/j.ebiom.2017.01.031","title":"Finding the Stripes: Distinguishing Bipolar Disorder From Major Depressive Disorder","year":2017,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre for Addiction and Mental Health","funders":"","keywords":"Bipolar disorder; Psychiatry; Depression (economics); Major depressive disorder; Bipolar II disorder; Medicine; Pediatrics; Psychology; Mood","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002901868,0.0009847805,0.001384734,0.0003198143,0.001196523,0.0001879951,0.0009635137,0.001059723,0.0009804023],"category_scores_gemma":[0.0007992612,0.0005846577,0.0004645319,0.0002651897,0.0007142334,0.0001347582,0.0003416053,0.0033604,0.0002221417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947503,"about_ca_system_score_gemma":0.0002403216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009587088,"about_ca_topic_score_gemma":0.0006888275,"domain_scores_codex":[0.9956797,0.000162114,0.0007381912,0.001170903,0.001231953,0.001017086],"domain_scores_gemma":[0.9957742,0.000656457,0.0007348474,0.002429246,0.000175914,0.0002293292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001883521,0.0003155469,0.1236697,0.0004970388,0.002587087,0.001873803,0.001231442,4.839798e-7,0.0001069427,0.00001254985,0.8213338,0.04818328],"study_design_scores_gemma":[0.004825942,0.0004071438,0.04050319,0.001299185,0.002755095,0.0001298035,0.0001809799,0.00003047351,0.0000400849,0.0001914502,0.9490722,0.0005644169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008089259,0.168237,0.0007194928,0.8127044,0.002756761,0.001999382,0.00118286,0.0002868696,0.004024009],"genre_scores_gemma":[0.2740197,0.006526864,0.001091787,0.5421218,0.07825261,0.001154914,0.04630167,0.001395774,0.04913492],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2705826,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019736638082029,"score_gpt":0.2846037507384312,"score_spread":0.2644063843576109,"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."}}