{"id":"W3140103854","doi":"10.1503/jpn.100135","title":"Identification and management of cryptic bipolarity in patients with TRD","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Anhedonia; Major depressive disorder; Depression (economics); Antidepressant; Mood; Major depressive episode; Psychology; Psychiatry; Treatment-resistant depression; Bipolar disorder; Mood disorders; Depressive symptoms; Medicine; Clinical psychology; Anxiety; Schizophrenia (object-oriented programming)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001785241,0.0002494555,0.0003693938,0.0006028713,0.0007706955,0.0004445359,0.0001945559,0.000713253,0.0007939402],"category_scores_gemma":[0.001456745,0.0001653468,0.0001734378,0.0003078525,0.000268071,0.0003541092,0.0002271707,0.0008293501,0.0001922103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245726,"about_ca_system_score_gemma":0.0004247891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040435,"about_ca_topic_score_gemma":0.004860609,"domain_scores_codex":[0.999867,0.00003076182,0.00001945052,0.00001411052,0.00002913566,0.00003961236],"domain_scores_gemma":[0.9997788,0.00004749172,0.00005310392,0.000006723276,0.00002393828,0.00008986751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140166,0.0004697198,0.7066222,0.000126543,0.00002831948,0.2492549,0.001549455,0.0001729616,0.005517522,0.0003472286,0.002679749,0.0320914],"study_design_scores_gemma":[0.0001572435,0.001497755,0.535593,0.0002161292,0.00006094025,0.4532671,0.003578755,0.00107964,0.0007613409,0.0006734463,0.003077318,0.00003737158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884201,0.002770355,0.0002416165,0.002440551,0.00009865261,0.00006979757,0.00006611057,0.00002050893,0.005872276],"genre_scores_gemma":[0.9979533,0.000773387,0.0002908726,0.0005934004,0.00009497829,0.00001072744,0.00004953587,0.000002525468,0.0002313602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002040435,"threshold_uncertainty_score":0.004057109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726151201740635,"score_gpt":0.2500336816757738,"score_spread":0.2327721696583674,"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."}}