{"id":"W4221091492","doi":"10.1016/j.joca.2022.02.170","title":"FOOT PROGRESSION ANGLE IS CONSISTENT IN REAL-WORLD, UNSUPERVISED WALKING WHILE CAPTURING MORE VARIABILITY THAN TRADITIONAL LABORATORY SETTINGS IN PEOPLE WITH KNEE OSTEOARTHRITIS","year":2022,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Osteoarthritis; Wearable computer; Foot (prosody); Physical medicine and rehabilitation; Physical therapy; Computer science; Medicine; Artificial intelligence; 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":[0.0004374797,0.0003449579,0.0004548353,0.0007314288,0.0003238682,0.000774957,0.0002882031,0.0005491443,0.0009300298],"category_scores_gemma":[0.003014588,0.0002315967,0.000326802,0.0007730857,0.0002165647,0.0004442626,0.0003985779,0.0003406698,0.0003187933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306129,"about_ca_system_score_gemma":0.0001985392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006822184,"about_ca_topic_score_gemma":0.01618861,"domain_scores_codex":[0.9995764,0.0001146822,0.00005497866,0.00013404,0.00006319857,0.00005679878],"domain_scores_gemma":[0.9991071,0.0002322351,0.0002816903,0.00007414698,0.0002016212,0.0001032166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001535615,0.0003351995,0.9582001,0.0002293459,0.0004518345,0.0002630476,0.001037685,0.001643115,0.008648029,0.00006345176,0.0008190188,0.02677359],"study_design_scores_gemma":[0.00001127199,0.0001736342,0.9957831,0.00002090101,0.00007255191,0.0003370212,0.0005325397,0.002320185,0.0003415434,0.000121177,0.0002719072,0.00001426526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978282,0.0001463104,0.0009803955,0.00003104693,0.00001212878,0.00001358735,0.0005206119,0.00002291319,0.0004447792],"genre_scores_gemma":[0.9985892,0.00006137841,0.0005870327,0.00001881339,0.00001064603,0.00001340341,0.0005389065,0.000007569084,0.0001731171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006822184,"threshold_uncertainty_score":0.01356494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117629428062868,"score_gpt":0.2289003251224184,"score_spread":0.2171373823161316,"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."}}