{"id":"W2124308499","doi":"10.1111/j.1399-5618.2007.00436.x","title":"The impact of bipolar disorder upon work functioning: a qualitative analysis","year":2007,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Nonprobability sampling; Psychology; Mania; Bipolar disorder; Population; Qualitative research; Clinical psychology; Stigma (botany); Psychiatry; Quality of life (healthcare); Interpersonal communication; Medicine; Social psychology; Psychotherapist; Mood","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":[0.00119791,0.0003797234,0.0005963468,0.0005378,0.0004380395,0.00003690706,0.0001942127,0.000173944,0.0002078356],"category_scores_gemma":[0.0002350131,0.0002390071,0.001207327,0.003180144,0.0002798279,0.0001110597,0.00005908032,0.0003269393,0.00004729299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674025,"about_ca_system_score_gemma":0.0001541906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003920872,"about_ca_topic_score_gemma":0.007816397,"domain_scores_codex":[0.9975227,0.0002023286,0.0006316169,0.0004310968,0.0005333312,0.0006789751],"domain_scores_gemma":[0.9979537,0.0005893079,0.0002813321,0.0007325971,0.0001853899,0.0002576791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007111286,0.0007407927,0.8021274,0.00001948196,0.00573983,0.000001320227,0.004266036,0.0001383632,0.0001271414,0.0003910456,0.0001314832,0.185606],"study_design_scores_gemma":[0.001589558,0.0007036549,0.8964818,0.00002140927,0.001868118,0.000003861263,0.004497159,0.0001244961,0.00006460452,0.0003255063,0.09406442,0.0002553791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6971775,0.2842027,0.01575868,0.000613366,0.0001578606,0.0008771807,0.00004795063,0.0001316068,0.001033213],"genre_scores_gemma":[0.9905404,0.008261604,0.0003076308,0.00002063557,0.00004543814,0.00002852312,0.000122576,0.00005064895,0.0006225412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933629,"threshold_uncertainty_score":0.9746429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640749853968898,"score_gpt":0.3392083660788703,"score_spread":0.3228008675391813,"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."}}