{"id":"W7008243501","doi":"","title":"Bipolar symptoms, somatic burden and functioning in older-age bipolar disorder:A replication study from the global aging &amp;amp; geriatric experiments in bipolar disorder database (GAGE-BD) project","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Toronto; McGill University","funders":"","keywords":"Replication (statistics); Bipolar disorder; Somatic cell; Bipolar illness; Depression (economics); MEDLINE","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":[0.008225922,0.00172123,0.002002778,0.001220665,0.003159363,0.002732587,0.002254686,0.002049459,0.003182149],"category_scores_gemma":[0.01555775,0.002001574,0.002659961,0.002997998,0.0009836883,0.001897265,0.002788766,0.002674242,0.001888174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490458,"about_ca_system_score_gemma":0.001772338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05702149,"about_ca_topic_score_gemma":0.06636523,"domain_scores_codex":[0.9962336,0.001997949,0.000447233,0.0005938769,0.0005019641,0.0002253025],"domain_scores_gemma":[0.9902326,0.001063925,0.002796328,0.002981349,0.00185321,0.00107255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003476867,0.001144042,0.9780738,0.0002083111,0.002421453,0.0002895298,0.002284223,0.000168859,0.000622916,0.0001457413,0.00622313,0.004941233],"study_design_scores_gemma":[0.0007084376,0.0003828822,0.9958697,0.00003938415,0.000579719,0.0001656262,0.0009182495,0.00009789752,0.00005667841,0.00006022135,0.001091577,0.0000296229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984174,0.0003709486,0.0004393762,0.000196026,0.00006178368,0.0009237045,0.01289076,0.00002647956,0.0009168204],"genre_scores_gemma":[0.9613262,0.0005977449,0.001433075,0.0005762436,0.0001166278,0.003253363,0.02952171,0.00008436426,0.003090527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05702149,"threshold_uncertainty_score":0.1133792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06833035917107574,"score_gpt":0.3577612064263955,"score_spread":0.2894308472553198,"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."}}