{"id":"W4414871839","doi":"10.1016/j.ocarto.2025.100693","title":"The construct validity and responsiveness of measures of the predictability of intermittent knee pain in knee osteoarthritis","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage Open","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Queen's University; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Predictability; Construct validity; Osteoarthritis; Construct (python library); Knee pain; Measure (data warehouse)","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":[0.008584158,0.0003571327,0.0003927119,0.00118576,0.0002440352,0.0006501894,0.0004409894,0.0004796092,0.00131369],"category_scores_gemma":[0.03280409,0.0001999971,0.0008859544,0.0008973073,0.0005654969,0.0005089893,0.0009373584,0.0005482169,0.0002216806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351178,"about_ca_system_score_gemma":0.0003776232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061268,"about_ca_topic_score_gemma":0.001046061,"domain_scores_codex":[0.9951355,0.002274153,0.000540135,0.0003543711,0.001485545,0.0002102958],"domain_scores_gemma":[0.9698641,0.01812185,0.007904593,0.000963428,0.002509845,0.0006362213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441252,0.00006120584,0.9921823,0.00004270958,0.0002296571,0.00001726986,0.000185617,0.0002254131,0.000157456,0.00004132644,0.000104684,0.006608265],"study_design_scores_gemma":[0.00002699446,0.0003976939,0.9979997,0.00003052334,0.00005559304,0.0001095968,0.0001646731,0.0007874696,0.0001025397,0.000101852,0.0002134272,0.000009949902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972784,0.0004526335,0.0009022572,0.00006993439,0.00002208842,0.00006008266,0.0003017266,0.000007294945,0.0009056829],"genre_scores_gemma":[0.9988692,0.00008970796,0.0004907651,0.00002041167,0.00001772927,0.0000700173,0.0003470807,0.000002667079,0.00009245837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008584158,"threshold_uncertainty_score":0.04539788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783862129621653,"score_gpt":0.260798278505472,"score_spread":0.2429596572092555,"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."}}