{"id":"W2142941764","doi":"10.1016/j.knee.2012.10.015","title":"Inflammatory predictors of ongoing pain 2 years following knee replacement surgery","year":2012,"lang":"en","type":"article","venue":"The Knee","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"MaRS; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Adiponectin; WOMAC; Internal medicine; Total knee arthroplasty; Cohort; Leptin; Arthroplasty; Body mass index; Physical therapy; Surgery; Osteoarthritis; Obesity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406377,0.0001397482,0.0003378092,0.000115224,0.00005670433,0.000007031731,0.00006461903,0.00006242315,0.0001451702],"category_scores_gemma":[0.0007578473,0.0001021975,0.0002605872,0.0001550878,0.00007881191,0.0001375637,0.00008491593,0.0001582763,0.0001066573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006929979,"about_ca_system_score_gemma":0.00007710527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002520097,"about_ca_topic_score_gemma":0.000005704718,"domain_scores_codex":[0.9985259,0.0001599263,0.0003928005,0.0001285621,0.0004070316,0.0003858299],"domain_scores_gemma":[0.9983925,0.0008021868,0.0001376325,0.0005084082,0.00002137169,0.0001378797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009752737,0.00006330416,0.9871594,0.00007520041,0.0002166773,0.00001214688,0.001832892,0.000006549636,0.001346445,0.00008352179,0.004742241,0.004364084],"study_design_scores_gemma":[0.0009120749,0.0001567109,0.9724677,0.000255205,0.000165651,0.00002652457,0.0008380912,0.00003720083,0.001395675,0.00001534206,0.02357367,0.0001561171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963287,0.0006197824,0.00004697976,0.0003237627,0.0009840137,0.0003377337,0.000002174534,0.0001021071,0.001254788],"genre_scores_gemma":[0.997673,0.000008037041,0.0001350939,0.0003122372,0.000337213,0.00001975386,0.000005511889,0.00003526345,0.001473861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883143,"threshold_uncertainty_score":0.4167495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369391519605145,"score_gpt":0.2382765704999375,"score_spread":0.224582655303886,"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."}}