{"id":"W4220813963","doi":"10.1016/j.joca.2022.02.516","title":"SYNOVIAL TISSUE DAMAGE AND SHIFTING IMMUNE PROFILES: ASSOCIATIONS WITH WORSE PAIN IN LATE-STAGE KNEE OSTEOARTHRITIS","year":2022,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Medicine; Osteoarthritis; Inflammation; Histopathology; Stage (stratigraphy); Joint pain; Internal medicine; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003558178,0.0003841229,0.0004455241,0.000624019,0.0003564106,0.0007712572,0.0002478059,0.0005962313,0.002291571],"category_scores_gemma":[0.001566056,0.0001933407,0.0004485071,0.0006869553,0.0002394998,0.0003560175,0.0004151238,0.0006312777,0.0002024892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469457,"about_ca_system_score_gemma":0.0001933921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125637,"about_ca_topic_score_gemma":0.002039681,"domain_scores_codex":[0.9997386,0.00006955803,0.00004404846,0.00003857913,0.00004820594,0.00006103607],"domain_scores_gemma":[0.998808,0.0001284914,0.0007382676,0.00003358367,0.000101607,0.000190078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000623247,0.000110722,0.992455,0.00005122096,0.0001108002,0.0002074083,0.00007489178,0.00004163877,0.002061249,0.0000193615,0.00005837513,0.004186149],"study_design_scores_gemma":[0.000006804026,0.0001621579,0.9990363,0.000008400697,0.00003199016,0.000356499,0.0001470199,0.00007504689,0.00007022778,0.00003853134,0.00006315208,0.000003994468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978755,0.001516148,0.00009183534,0.00006022456,0.0000122905,0.000004552247,0.00007830411,0.00000278092,0.0003585049],"genre_scores_gemma":[0.9993324,0.0002716259,0.00007875359,0.00002444286,0.00002427706,0.000002616662,0.00006877348,6.923003e-7,0.0001964079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002291571,"threshold_uncertainty_score":0.007666051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007903128142774914,"score_gpt":0.2242921256234284,"score_spread":0.2163889974806535,"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."}}