{"id":"W4403901987","doi":"10.1016/j.ocarto.2024.100538","title":"Association of cartilage <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si1.svg\"><mml:mrow><mml:msub><mml:mi mathvariant=\"normal\">T</mml:mi><mml:mrow><mml:mn>1</mml:mn><mml:mi mathvariant=\"normal\">ρ</mml:mi><mml:mspace width=\"0.25em\"/></mml:mrow></mml:msub></mml:mrow></mml:math> and <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si2.svg\"><mml:mrow><mml:msub><mml:mi mathvariant=\"normal\">T</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow></mml:math> relaxation time measurement with hip osteoarthritis progression: A 5-year longitudinal study using voxel-based relaxometry and Z-score normalization","year":2024,"lang":"lv","type":"article","venue":"Osteoarthritis and Cartilage Open","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Relaxometry; Osteoarthritis; Normalization (sociology); Voxel; WOMAC; Medicine; Nuclear medicine; Magnetic resonance imaging; Radiology; 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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005561427,0.001809715,0.0008770261,0.001236169,0.00343135,0.004327013,0.00232191,0.003925202,0.3263466],"category_scores_gemma":[0.00198408,0.003389429,0.002019372,0.002493803,0.002094514,0.004401238,0.003236482,0.002620691,0.001683496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006629627,"about_ca_system_score_gemma":0.003379051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101448,"about_ca_topic_score_gemma":0.006323268,"domain_scores_codex":[0.9822934,0.001231401,0.003587186,0.0034965,0.005367293,0.004024237],"domain_scores_gemma":[0.988139,0.001533107,0.004257028,0.003337889,0.0005606371,0.002172325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01230566,0.002133834,0.0003777198,0.007662599,0.005281686,0.01765245,0.01229755,0.001682724,0.0285744,0.5801939,0.3126687,0.01916875],"study_design_scores_gemma":[0.009323176,0.01033881,0.0002652792,0.008483415,0.005508754,0.005144981,0.0054716,0.02260079,0.9269474,0.00009987404,0.002752825,0.003063148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7029976,0.005744715,0.0006721071,0.0008145924,0.003061833,0.0002351502,0.0009588975,0.0003965283,0.2851186],"genre_scores_gemma":[0.9813257,0.002802789,0.003540219,0.00110349,0.002310933,0.003037271,0.003681205,0.001553106,0.0006453091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8983729,"threshold_uncertainty_score":0.9996803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966490779852611,"score_gpt":0.2440918858471193,"score_spread":0.2244269780485932,"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."}}