{"id":"W2054510570","doi":"10.3899/jrheum.081237","title":"Work Disability in Systemic Sclerosis","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Actelion Pharmaceuticals; Canadian Institutes of Health Research; Pfizer","keywords":"Medicine; Disease; Physical therapy; Logistic regression; Cohort; Cohort study; Cross-sectional study; Severity of illness; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008703159,0.00009576457,0.0005125092,0.00007190818,0.00003690353,0.000005668684,0.0001635748,0.000111352,0.00004725304],"category_scores_gemma":[0.0002551191,0.00005004554,0.0001349762,0.0002701213,0.0001235788,0.00004244665,0.00001278799,0.0002915862,0.00001908683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009455573,"about_ca_system_score_gemma":0.00006894825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004361517,"about_ca_topic_score_gemma":0.000003595828,"domain_scores_codex":[0.998558,0.0002619479,0.0007344175,0.00007383901,0.0001892694,0.0001825545],"domain_scores_gemma":[0.9989665,0.0002725666,0.0003405044,0.0002400911,0.0000790359,0.0001012711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008311949,0.0002730039,0.9869373,0.00004972763,0.00006788367,0.000009800552,0.0006190806,0.00006562849,0.0019832,0.0001267144,0.001800627,0.007235864],"study_design_scores_gemma":[0.002336546,0.0003458896,0.9763818,0.007295699,0.0001713378,0.01171041,0.00117058,0.00002447568,0.0001477923,0.0003077426,0.00002606778,0.00008165875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830762,0.01281613,0.00002570548,0.003447262,0.0002913536,0.0001426378,4.608422e-7,0.00001061213,0.0001896985],"genre_scores_gemma":[0.9953309,0.004405085,0.0000310668,0.0001910314,0.00001562942,8.690544e-7,3.353352e-7,0.000005961247,0.00001916137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225472,"threshold_uncertainty_score":0.2040798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383780868732236,"score_gpt":0.2591955526346778,"score_spread":0.2353577439473555,"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."}}