{"id":"W2517618349","doi":"10.1002/acr.22836","title":"Can We Predict Those With Osteoarthritis Who Will Worsen Following a Chronic Disease Management Program?","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NSW Agency for Clinical Innovation; McMaster University","keywords":"Medicine; WOMAC; Osteoarthritis; Physical therapy; Logistic regression; Joint pain; Cohort; Prospective cohort study; Internal medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001640733,0.0004036874,0.0005624297,0.0009729502,0.0004986376,0.001237392,0.0005407308,0.001272458,0.002427465],"category_scores_gemma":[0.01233607,0.0002540212,0.0008063536,0.0009157857,0.0003478555,0.002000952,0.0004953105,0.001063398,0.0005850036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295703,"about_ca_system_score_gemma":0.0006405031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006117128,"about_ca_topic_score_gemma":0.01039729,"domain_scores_codex":[0.9994186,0.0001616618,0.00006808439,0.0001194985,0.0001106981,0.000121475],"domain_scores_gemma":[0.9961624,0.0008641088,0.001787425,0.0001162242,0.0005094679,0.0005603461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008207757,0.00007954814,0.9945986,0.00002113,0.00002748408,0.00002388033,0.00005605089,0.00006951937,0.00003033938,0.00001984827,0.0003609129,0.004630527],"study_design_scores_gemma":[0.00002109292,0.00025545,0.9969036,0.00008425518,0.00007247089,0.0001321547,0.0004935075,0.001373315,0.00006027778,0.0002259015,0.0003638566,0.00001399219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933546,0.001534974,0.0004507623,0.002323162,0.00007590961,0.00004638146,0.0009388074,0.00001426751,0.001261162],"genre_scores_gemma":[0.9972257,0.0005789434,0.0005509548,0.0002935955,0.0001125903,0.00003291403,0.0008718498,0.000003671274,0.0003296937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006117128,"threshold_uncertainty_score":0.01216304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095703007937541,"score_gpt":0.3187055410510865,"score_spread":0.2977485109717111,"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."}}