{"id":"W4408301040","doi":"10.1111/acps.13798","title":"Unipolar Mania: Prevalence and Patient Characteristics","year":2025,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Bruce J. Anderson Foundation; Aretaeus Foundation of Rome","keywords":"Mania; Hypomania; Bipolar disorder; Medicine; Depression (economics); Psychiatry; Mood; Comorbidity; Substance abuse; Pediatrics","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":[0.0003316806,0.0001511282,0.000253686,0.0005608078,0.0003615247,0.0004805624,0.0001571263,0.0003478598,0.002609487],"category_scores_gemma":[0.001378737,0.0001565893,0.0002039016,0.000858242,0.0001928074,0.0003941862,0.0002933152,0.0002755401,0.0003890434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128746,"about_ca_system_score_gemma":0.0001861054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147708,"about_ca_topic_score_gemma":0.001545742,"domain_scores_codex":[0.9997534,0.00004735967,0.00004406982,0.000070904,0.00004265089,0.00004156969],"domain_scores_gemma":[0.9992836,0.00009885536,0.0003908303,0.00002982141,0.00005405896,0.0001428413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004816556,0.00001521327,0.9987088,0.000004783526,0.00001303985,0.0001001478,0.00003998076,0.00001063021,0.00008943849,0.000008576901,0.00007910998,0.000882149],"study_design_scores_gemma":[0.000004581734,0.00006432345,0.9984327,0.000004044311,0.000006976882,0.001202544,0.0000943304,0.00005675458,0.00002061091,0.00001354139,0.0000972753,0.000002323669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998983,0.0001953374,0.00004427425,0.00003060266,0.000002765275,0.000008382403,0.0003656927,0.000004032698,0.0003658707],"genre_scores_gemma":[0.9994844,0.00006503917,0.00004643665,0.00001444232,0.000009120316,0.00000627156,0.0003178445,0.000001068371,0.00005532177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002609487,"threshold_uncertainty_score":0.008729637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005442739699378025,"score_gpt":0.2506922709947059,"score_spread":0.2452495312953278,"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."}}