{"id":"W1785154716","doi":"10.1002/acr.22564","title":"Three‐Dimensional Biomechanical Gait Characteristics at Baseline Are Associated With Progression to Total Knee Arthroplasty","year":2015,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Killam Trusts; Nova Scotia Health Research Foundation","keywords":"Medicine; Gait; Osteoarthritis; Gait analysis; Sagittal plane; Physical medicine and rehabilitation; Arthroplasty; Ankle; Physical therapy; Surgery; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002762525,0.0002472326,0.0002357343,0.0005169511,0.0001806839,0.0004003099,0.0001715619,0.0004249073,0.001381424],"category_scores_gemma":[0.002912045,0.000138037,0.0002776011,0.0004003461,0.0001973573,0.0002491978,0.0002835474,0.0003762272,0.0002186599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008712,"about_ca_system_score_gemma":0.0001660445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140389,"about_ca_topic_score_gemma":0.001395594,"domain_scores_codex":[0.9998347,0.00003215205,0.00003295727,0.00003039138,0.0000423788,0.00002728462],"domain_scores_gemma":[0.9984895,0.0003078721,0.0007548006,0.00006259527,0.0001615326,0.0002236703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009779525,0.0000235187,0.9981326,0.000004119753,0.00002068256,0.00003608827,0.00001447127,0.0000605451,0.0002976277,0.00000356101,0.000025979,0.001283009],"study_design_scores_gemma":[0.000003319801,0.00007757147,0.9994164,0.000002146987,0.000007936684,0.0001815018,0.00002307563,0.0002243391,0.00003478696,0.000007555296,0.00001990337,0.000001497455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996089,0.00008322323,0.000084621,0.00001673725,0.00000254776,0.000002854616,0.00009043545,0.000003906012,0.0001067856],"genre_scores_gemma":[0.9997463,0.0000244201,0.0000617959,0.000004442961,0.000003260839,0.000002151234,0.0001213121,6.710121e-7,0.00003575497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381424,"threshold_uncertainty_score":0.004621327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04485553386569559,"score_gpt":0.3363553957120584,"score_spread":0.2914998618463628,"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."}}