{"id":"W3135017615","doi":"10.1111/bdi.13069","title":"COVID‐19 and older adults with bipolar disorder: Problems and solutions","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Anxiety; Mental health; Medicine; Psychiatry; Affect (linguistics); Depression (economics); Distress; Public health; Disease; Coronavirus disease 2019 (COVID-19); Gerontology; Psychology; Clinical psychology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001938184,0.0002336693,0.0002284447,0.0001178926,0.0004966484,0.00004092828,0.00009216216,0.0001333171,0.0005521118],"category_scores_gemma":[0.0000646121,0.0002123735,0.00004453418,0.0003435291,0.0002615712,0.0001156684,0.0001089788,0.0002245266,0.00003467575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000849755,"about_ca_system_score_gemma":0.0004363655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007846637,"about_ca_topic_score_gemma":0.03433121,"domain_scores_codex":[0.9982527,0.0001507138,0.0002243591,0.0006381288,0.0001712243,0.0005628692],"domain_scores_gemma":[0.9988521,0.0001339372,0.00007558957,0.0003665656,0.00003503491,0.0005367251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002076043,0.0008985566,0.6001872,0.0009616672,0.0001475437,0.00002663553,0.01816386,0.000008646437,0.00007364934,0.006421649,0.001831205,0.3710718],"study_design_scores_gemma":[0.003055549,0.000256378,0.14944,0.00006419272,0.00005039869,0.00008042438,0.005133583,0.00005249559,0.000003301891,0.0003652212,0.8411964,0.0003020511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5097451,0.4756334,0.003333586,0.008618271,0.0003343511,0.001207009,0.0001638463,0.0002087393,0.0007557137],"genre_scores_gemma":[0.9552789,0.03766995,0.0003901144,0.003914347,0.00006733871,0.0002299206,0.0001666423,0.00008182821,0.002200994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8393652,"threshold_uncertainty_score":0.9987602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500119956487156,"score_gpt":0.3138425875645186,"score_spread":0.288841387999647,"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."}}