{"id":"W7072148349","doi":"","title":"Texture analysis of cartilage T&lt;inf&gt;2&lt;/inf&gt;maps: Individuals with risk factors for OA have higher and more heterogeneous knee cartilage MR T&lt;inf&gt;2&lt;/inf&gt;compared to normal controls - data from the osteoarthritis initiative","year":2011,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Cartilage; Magnetic resonance imaging; Knee cartilage; Body mass index; Knee pain; Meniscus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239848,0.0002523645,0.0002788018,0.00119768,0.0001877781,0.000444911,0.0001630492,0.0002347514,0.001949341],"category_scores_gemma":[0.0009678773,0.0001252002,0.0002589935,0.0008195825,0.0002138627,0.0002207494,0.0002746395,0.0001689405,0.0002474237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121216,"about_ca_system_score_gemma":0.00009369326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748859,"about_ca_topic_score_gemma":0.002293044,"domain_scores_codex":[0.9998368,0.00002361639,0.00002096051,0.00003932136,0.00005657061,0.00002267357],"domain_scores_gemma":[0.9991309,0.0001078997,0.0005084205,0.00007528518,0.00009700211,0.00008050052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002995918,0.0001087951,0.910427,0.0002032721,0.0003093818,0.0005342439,0.000329645,0.000436632,0.05407973,0.00009525244,0.001280578,0.02919964],"study_design_scores_gemma":[0.0000113726,0.0001048622,0.997043,0.0000034734,0.00003409428,0.0009246918,0.0000603986,0.0002404951,0.001315504,0.00003363054,0.0002224929,0.000006015116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975427,0.000170478,0.0008748675,0.00001905596,0.000004058045,0.00001400669,0.0008618279,0.00003592705,0.0004770769],"genre_scores_gemma":[0.997906,0.00006400284,0.0007829437,0.00001251443,0.000007555463,0.00001467454,0.0008781985,0.00001135313,0.0003227968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001949341,"threshold_uncertainty_score":0.006521165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912385316795606,"score_gpt":0.2354510953419515,"score_spread":0.2063272421739955,"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."}}