{"id":"W4385739564","doi":"10.21203/rs.3.rs-3225752/v1","title":"Clinically-available and laboratory-derived predictors of biomechanical response to standalone and supported lateral wedge insoles in people with knee osteoarthritis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre on Substance Use; Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Osteoarthritis; Wedge (geometry); Medicine; Physical medicine and rehabilitation; Physical therapy; Orthodontics; Physics; Pathology; Alternative medicine","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":[0.000547244,0.0004904353,0.0005828642,0.0006538221,0.000289435,0.000742505,0.0002627268,0.0007485949,0.001992346],"category_scores_gemma":[0.003895951,0.0002104807,0.0005998422,0.0007297679,0.0002378107,0.0003582569,0.000502552,0.0005844441,0.000545148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519222,"about_ca_system_score_gemma":0.0001664062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566184,"about_ca_topic_score_gemma":0.003669113,"domain_scores_codex":[0.9995705,0.0001100607,0.00007876033,0.00007576967,0.00009337621,0.00007142912],"domain_scores_gemma":[0.9983546,0.0005073331,0.0005891125,0.00008252247,0.0002570049,0.0002095929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006356283,0.0001936208,0.9948117,0.00005086231,0.0001325699,0.0001157748,0.000170459,0.0001061836,0.0006392627,0.00001196816,0.000127174,0.003004901],"study_design_scores_gemma":[0.00001240327,0.0002319021,0.9991086,0.00000620675,0.00003937115,0.0001127253,0.0001987052,0.0001543039,0.00006398088,0.00002511249,0.00004161846,0.000005102695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998759,0.0002160644,0.00006276917,0.00003143324,0.00000810872,0.00000678035,0.0004869445,0.000003953609,0.0004249322],"genre_scores_gemma":[0.9993581,0.00006236598,0.00006260302,0.00001358995,0.0000108462,0.000007772225,0.0002964413,0.000001687082,0.0001865254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002566184,"threshold_uncertainty_score":0.006665051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901828228617204,"score_gpt":0.3470770625638875,"score_spread":0.3080587802777154,"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."}}