{"id":"W2031937485","doi":"10.1002/art.21177","title":"Description and prediction of physical functional disability in psoriatic arthritis: A longitudinal analysis using a Markov model approach","year":2005,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto; University of Waterloo","funders":"","keywords":"Longitudinal study; Psoriatic arthritis; Physical disability; Medicine; Physical therapy; Arthritis; Gee; Gerontology; Physical medicine and rehabilitation; Generalized estimating equation; Internal medicine; Statistics","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":[0.006548658,0.00040633,0.0005104605,0.0009206728,0.000486321,0.00086559,0.0005380164,0.0006936715,0.001582196],"category_scores_gemma":[0.01253461,0.0004417346,0.001217527,0.0004490333,0.0003417194,0.0008902356,0.0006923764,0.000960067,0.0002264527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009058422,"about_ca_system_score_gemma":0.001020075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094651,"about_ca_topic_score_gemma":0.008497991,"domain_scores_codex":[0.9987332,0.000789658,0.00005707196,0.0001770351,0.00008924761,0.0001537048],"domain_scores_gemma":[0.9931269,0.004773126,0.001180423,0.0003185701,0.000242662,0.0003582232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001164393,0.0003678544,0.9103752,0.00004754716,0.0004981519,0.000258015,0.0003539753,0.06952061,0.0004735806,0.002189983,0.0006789662,0.01407174],"study_design_scores_gemma":[0.0001182417,0.0007081432,0.1367254,0.00005406903,0.0001887745,0.0003934111,0.0002090568,0.8553582,0.0002766266,0.005393225,0.0005296656,0.00004510568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801048,0.0003289296,0.0180082,0.0005160645,0.00001082427,0.00004604548,0.0006310593,0.0000446872,0.0003094139],"genre_scores_gemma":[0.9964006,0.0001165251,0.002441974,0.00002530684,0.000009492484,0.00005836146,0.0007084656,0.000005349696,0.0002339542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094651,"threshold_uncertainty_score":0.03463304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020927947254801,"score_gpt":0.2567993473743979,"score_spread":0.2265900679018499,"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."}}