{"id":"W4394927879","doi":"10.1016/j.joca.2024.02.599","title":"QUANTITATIVE MRI R2* MAPPING OF SYNOVIAL RESPONSE TO ACUTE KNEE JOINT LOADING IN PATIENTS WITH END-STAGE KNEE OSTEOARTHRITIS","year":2024,"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":"Western University","funders":"","keywords":"Osteoarthritis; Medicine; Knee Joint; Stage (stratigraphy); Surgery; Pathology; Geology","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":[0.0003413719,0.0002456848,0.0003010434,0.0003927943,0.0001214471,0.0003827534,0.0001478041,0.0003728173,0.001147048],"category_scores_gemma":[0.001306831,0.0001348464,0.0001285345,0.0001934421,0.0001957781,0.0002654144,0.0001685558,0.0001805852,0.0002066791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109073,"about_ca_system_score_gemma":0.00008600156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008453642,"about_ca_topic_score_gemma":0.0008300222,"domain_scores_codex":[0.9998764,0.00004796017,0.00001255211,0.00001971361,0.00001626809,0.0000271635],"domain_scores_gemma":[0.9996215,0.0001384196,0.0001173526,0.00001594484,0.00004430825,0.00006240515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01706089,0.0005970724,0.7625411,0.0004308556,0.0003174219,0.002951304,0.0009290961,0.001102197,0.1656917,0.0001496875,0.0005063816,0.04772231],"study_design_scores_gemma":[0.00007736823,0.001534622,0.9918982,0.00001405597,0.00008469787,0.001524224,0.0003367481,0.001045768,0.003150864,0.00008018682,0.0002377423,0.00001550464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983942,0.0004747362,0.0002726459,0.00003245598,0.000004499889,0.000009516784,0.00005653782,0.000008943935,0.000746332],"genre_scores_gemma":[0.9996269,0.00007018351,0.00009666618,0.00001331303,0.000006878623,0.000004420607,0.00003218758,0.000001865435,0.0001476406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147048,"threshold_uncertainty_score":0.003837287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140016172817431,"score_gpt":0.2412902322597588,"score_spread":0.2298900705315845,"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."}}