{"id":"W3012214361","doi":"10.1177/1742395320910490","title":"Choices are inevitable: A qualitative exploration of the lifecosts of systemic lupus erythematosus","year":2020,"lang":"en","type":"article","venue":"Chronic Illness","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Biopsychosocial model; Lupus erythematosus; Context (archaeology); Medicine; Systemic therapy; Quality of life (healthcare); Systemic lupus erythematosus; Qualitative research; Health care; Immunology; Disease; Nursing; Psychiatry; Sociology; Internal medicine; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006524182,0.0002122219,0.0008129454,0.00009743855,0.00007449216,0.00001069201,0.0003673976,0.0001330458,0.0000566228],"category_scores_gemma":[0.001235881,0.0001374679,0.0001810062,0.0007710982,0.0002383966,0.000243713,0.0001678106,0.0002506787,0.00003756164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090374,"about_ca_system_score_gemma":0.0006817232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003610626,"about_ca_topic_score_gemma":0.00001786916,"domain_scores_codex":[0.9973531,0.0004205632,0.0007706106,0.0003309187,0.0008101481,0.0003146635],"domain_scores_gemma":[0.9976102,0.0004184495,0.0006826347,0.0006180424,0.0005248719,0.0001458348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001541847,0.0006373276,0.1039592,0.1166082,0.001331141,0.00007520716,0.5906441,0.000394505,0.1656373,0.006338604,0.008361497,0.004470936],"study_design_scores_gemma":[0.01945391,0.001683057,0.00137364,0.04607753,0.0006261248,0.009052147,0.6836383,0.00389324,0.2295369,0.0007266951,0.002856463,0.001081969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835867,0.01145342,0.000532639,0.001505632,0.0005241509,0.001525424,0.00003336509,0.00005307911,0.0007855969],"genre_scores_gemma":[0.9985522,0.0003010641,0.00003080466,0.00006539257,0.0002654407,0.0001380081,0.00001117223,0.00004287137,0.0005930569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025856,"threshold_uncertainty_score":0.5605778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0613867653087113,"score_gpt":0.3407197838739756,"score_spread":0.2793330185652643,"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."}}