{"id":"W2001094223","doi":"10.1016/j.joca.2012.02.009","title":"Evaluation of separate quantitative radiographic features adds to the prediction of incident radiographic osteoarthritis in individuals with recent onset of knee pain: 5-year follow-up in the CHECK cohort","year":2012,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Dutch Arthritis Association; McMaster University","keywords":"Osteoarthritis; Medicine; Radiography; WOMAC; Cohort; Knee pain; Receiver operating characteristic; Grading (engineering); Cohort study; Physical therapy; Internal medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001184075,0.000673042,0.0007378676,0.001173304,0.0006108336,0.001389681,0.0006729545,0.001240833,0.001211747],"category_scores_gemma":[0.004014886,0.0006735874,0.001429099,0.0008922057,0.0003899117,0.0007852431,0.0008534468,0.001267119,0.0002356067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424429,"about_ca_system_score_gemma":0.0003727757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007144581,"about_ca_topic_score_gemma":0.01187716,"domain_scores_codex":[0.999382,0.0001609045,0.00005682859,0.00012459,0.0001534088,0.0001221588],"domain_scores_gemma":[0.9970611,0.0006060906,0.001259349,0.0003520257,0.0003051917,0.0004162479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002866247,0.00005711751,0.9985003,0.000004166639,0.00008376528,0.00003713239,0.00002697796,0.0000308682,0.0002342372,0.000006589931,0.00002608892,0.0007060521],"study_design_scores_gemma":[0.000007129659,0.0001253122,0.9993535,0.000002360602,0.00007129921,0.0001019839,0.00006416474,0.0001808015,0.00004507261,0.00001486273,0.00002982128,0.00000363033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993181,0.0002078168,0.0000642466,0.00003312699,0.0000088329,0.000003784154,0.0001701006,0.000003446619,0.0001906043],"genre_scores_gemma":[0.9994831,0.00007510852,0.00006623173,0.00001030771,0.00001499317,0.00000292561,0.0001980194,0.000002290717,0.0001468583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007144581,"threshold_uncertainty_score":0.01420599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064190717411292,"score_gpt":0.2668693044981955,"score_spread":0.2462273973240826,"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."}}