{"id":"W2145952406","doi":"10.1155/2015/389084","title":"Modifiable lifestyle factors are associated with lower pain levels in adults with knee osteoarthritis","year":2015,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Osteoarthritis; Medicine; Physical therapy; Body mass index; Knee pain; Stepwise regression; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000341108,0.0002219529,0.0002881671,0.0004488307,0.0002618388,0.0004459167,0.0002115537,0.0004890493,0.003437602],"category_scores_gemma":[0.002198804,0.0001342879,0.0004061516,0.0006402279,0.0002086779,0.0002076588,0.0002956246,0.0005751432,0.0001887271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799588,"about_ca_system_score_gemma":0.0002654043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404529,"about_ca_topic_score_gemma":0.008166234,"domain_scores_codex":[0.9996858,0.00006675919,0.00005059646,0.00005718079,0.00008082925,0.00005892849],"domain_scores_gemma":[0.9985234,0.0002324742,0.0008922099,0.00003616577,0.0001050868,0.0002106797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006613378,0.00005493056,0.9972686,0.00004118702,0.00005971089,0.00003722847,0.00005614799,0.00001318084,0.0001630839,0.000005603777,0.00006673249,0.002167594],"study_design_scores_gemma":[0.000002879815,0.00003517089,0.999804,0.000006115324,0.00001398987,0.00003798386,0.00003283069,0.00001498921,0.000006554894,0.000005927644,0.00003877046,8.674565e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956476,0.002341041,0.00009972923,0.0002815895,0.00002354675,0.00002162056,0.0004151891,0.000008904058,0.00116084],"genre_scores_gemma":[0.998934,0.0004614167,0.0001288538,0.00007546599,0.00002494878,0.00001115042,0.0002182457,0.000001620936,0.0001441501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004404529,"threshold_uncertainty_score":0.01149994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943815121806989,"score_gpt":0.2877434632669328,"score_spread":0.2383053120488629,"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."}}