{"id":"W1979649185","doi":"10.4088/pcc.13r01599","title":"Mixed Specifier for Bipolar Mania and Depression","year":2014,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mania; Bipolar disorder; Psychiatry; Mood; Psychology; Specifier; Depression (economics); Medicine; Clinical psychology","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":[0.001371032,0.0007769176,0.0005878559,0.001360898,0.0009691858,0.0007123214,0.0007519331,0.001408916,0.02291496],"category_scores_gemma":[0.004030764,0.0001655595,0.000917407,0.001050049,0.0008059599,0.001101413,0.00129118,0.001558543,0.004717445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438359,"about_ca_system_score_gemma":0.001165828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812917,"about_ca_topic_score_gemma":0.007980023,"domain_scores_codex":[0.9984062,0.000576905,0.0003435014,0.0001216738,0.0003400631,0.0002117217],"domain_scores_gemma":[0.9971079,0.0006845078,0.001161083,0.0002005037,0.0005152462,0.0003307513],"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":[0.005395269,0.0005357657,0.1363302,0.005017925,0.0003869858,0.01797146,0.002521117,0.0004053964,0.01669282,0.06031837,0.4822862,0.2721385],"study_design_scores_gemma":[0.0003975753,0.001129401,0.2249879,0.00406241,0.0003578671,0.08671996,0.002182839,0.001226801,0.004078802,0.02308737,0.6516058,0.0001632681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2526154,0.09841411,0.02695656,0.04175496,0.01396757,0.0045439,0.02420286,0.001061901,0.5364828],"genre_scores_gemma":[0.7631751,0.02947989,0.06678098,0.03172983,0.003997313,0.002809396,0.01913564,0.0003616659,0.0825302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02291496,"threshold_uncertainty_score":0.07665813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849096309188649,"score_gpt":0.2464369345545445,"score_spread":0.227945971462658,"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."}}