{"id":"W2321852331","doi":"10.1016/j.joca.2016.01.108","title":"Knee mechanics interact with body mass index to predict cartilage loss over 2.5 years in people with clinical knee osteoarthritis","year":2016,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Osteoarthritis; Impulse (physics); Knee Joint; Medicine; Cartilage; Body mass index; Magnetic resonance imaging; Orthodontics; Anatomy; Physics; Surgery; Internal medicine; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006343751,0.0005993393,0.000634049,0.0007743185,0.0005126521,0.001077982,0.0004446534,0.00122295,0.001826575],"category_scores_gemma":[0.00328558,0.0004568227,0.001422072,0.0007706842,0.0003759502,0.0006647282,0.0008819464,0.001099524,0.0005468269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724591,"about_ca_system_score_gemma":0.0002989048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006714639,"about_ca_topic_score_gemma":0.01152134,"domain_scores_codex":[0.9994616,0.0001622351,0.00007103415,0.0000734159,0.00009950447,0.0001322999],"domain_scores_gemma":[0.9982156,0.0004694076,0.0007940803,0.00008214243,0.0001565176,0.0002824195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355419,0.00006543431,0.9983197,0.000009102499,0.0001054753,0.00004050394,0.00004834344,0.00004284818,0.0001168578,0.000007062748,0.0000412817,0.001067847],"study_design_scores_gemma":[0.000002824836,0.00008048187,0.9993986,0.000004441988,0.00003874388,0.00006211623,0.00009547073,0.0002367403,0.00001697574,0.00001837832,0.00004191925,0.000003425661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983047,0.0006360433,0.00008574448,0.0001417181,0.00002360081,0.000006022671,0.0001412941,0.000005473114,0.0006553485],"genre_scores_gemma":[0.9992571,0.0001173277,0.00006237954,0.00003804014,0.00002211613,0.000003609264,0.0001572149,0.000001688804,0.0003404398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006714639,"threshold_uncertainty_score":0.01335114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006878053090100284,"score_gpt":0.2421129589101988,"score_spread":0.2352349058200986,"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."}}