{"id":"W3160244128","doi":"10.21203/rs.3.rs-494171/v1","title":"Does Obesity Affect Patient-Reported Outcomes Following Total Knee Arthroplasty?","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"WOMAC; Medicine; Osteoarthritis; Body mass index; Overweight; Physical therapy; Obesity; Arthroplasty; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002880692,0.0002043436,0.0003916378,0.0007404838,0.0003218437,0.0009778817,0.0005231932,0.000544721,0.00166983],"category_scores_gemma":[0.01114294,0.0001545018,0.0009724893,0.00158936,0.0004541124,0.0004864112,0.00048819,0.0008154456,0.0001884635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007251243,"about_ca_system_score_gemma":0.0007944714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228598,"about_ca_topic_score_gemma":0.02192268,"domain_scores_codex":[0.998118,0.0006936654,0.0003010489,0.0002094244,0.0004347617,0.0002431004],"domain_scores_gemma":[0.9916649,0.001986415,0.00463646,0.0002206132,0.0008976096,0.0005939523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001209694,0.00002974143,0.9984939,0.00003015965,0.0001294342,0.00001361378,0.00004086874,0.00002985382,0.00002105483,0.000008484079,0.00008193818,0.001000039],"study_design_scores_gemma":[0.000004594504,0.00006868461,0.9995479,0.00001603037,0.00004932422,0.00003260573,0.00008808477,0.00008469656,0.00001285767,0.00001078689,0.00008117032,0.000003361649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963917,0.001174868,0.00009276025,0.0003087079,0.00002400534,0.00001538736,0.001326105,0.000003123447,0.0006634142],"genre_scores_gemma":[0.9991148,0.0001390272,0.00004853357,0.00006263053,0.00001728479,0.000009076291,0.0005502609,0.000001137842,0.00005717267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228598,"threshold_uncertainty_score":0.0244289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03424703586800993,"score_gpt":0.3594782098285062,"score_spread":0.3252311739604963,"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."}}