{"id":"W2440152664","doi":"","title":"Living with lupus: a prospective pan-Canadian study.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Psychosocial; Internal medicine; Systemic lupus erythematosus; Quality of life (healthcare); Depression (economics); Distress; Coping (psychology); Psychological intervention; Prospective cohort study; Rheumatology; Disease; Physical therapy; Lupus erythematosus; Psychiatry; Immunology; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004001971,0.0004490463,0.0003965665,0.0008162729,0.003063372,0.000960815,0.0007719436,0.000677414,0.003454761],"category_scores_gemma":[0.0008644126,0.0004181706,0.0004496574,0.002495651,0.0004302037,0.0005947202,0.0006192169,0.0009058978,0.000568716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005679543,"about_ca_system_score_gemma":0.007054176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9347701,"about_ca_topic_score_gemma":0.9559457,"domain_scores_codex":[0.99968,0.00002577212,0.00001587051,0.00004640952,0.0001104391,0.0001215106],"domain_scores_gemma":[0.999393,0.00002288993,0.0001403259,0.00001722629,0.0001931002,0.0002334595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009620241,0.00007833345,0.9952731,0.0000484679,0.00002768397,0.0001791113,0.0005764368,0.00001609581,0.000123404,0.00002969853,0.001130908,0.002420661],"study_design_scores_gemma":[0.00001739299,0.00005878671,0.9972293,0.000033484,0.00001968896,0.0002178649,0.001212669,0.00004641506,0.00001341313,0.00001404666,0.001128597,0.00000830798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881688,0.001551634,0.0000635829,0.0005869076,0.00002415227,0.0001270051,0.006633485,0.000007737661,0.00283666],"genre_scores_gemma":[0.9922264,0.001825743,0.0002202841,0.000462009,0.00002298686,0.00007710313,0.003301184,0.000004784702,0.001859549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06522989,"threshold_uncertainty_score":0.131228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586183766399359,"score_gpt":0.2591552953421881,"score_spread":0.2332934576781945,"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."}}