{"id":"W3196043886","doi":"10.3390/diagnostics11091531","title":"Prevalence and Clinical Significance of Residual or Reconverted Red Bone Marrow on Knee MRI","year":2021,"lang":"en","type":"article","venue":"Diagnostics","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; University of Tasmania","keywords":"Medicine; Knee pain; Osteoarthritis; WOMAC; Magnetic resonance imaging; Knee Joint; Tibia; Overweight; Femur; Body mass index; Internal medicine; Surgery; Radiology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819984,0.0001073939,0.0003546941,0.00003456137,0.00002209178,0.000007864082,0.00003319227,0.0001023209,0.0003726239],"category_scores_gemma":[0.007954977,0.00008909164,0.00006773787,0.0001298948,0.0001441933,0.00002978041,0.00003850759,0.0001690607,0.00002093303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001216407,"about_ca_system_score_gemma":0.0002584717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006497948,"about_ca_topic_score_gemma":0.00001550792,"domain_scores_codex":[0.9988446,0.00009532821,0.0004180637,0.0002863249,0.0002027556,0.0001529417],"domain_scores_gemma":[0.9971026,0.002093762,0.0001043675,0.0003484109,0.0001747346,0.0001760774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001763193,0.001431102,0.8487604,0.001037778,0.0001481007,0.00206651,0.00008546359,0.000001476695,0.0006283312,0.0001819356,0.1221583,0.02173741],"study_design_scores_gemma":[0.002605174,0.001646493,0.9797673,0.00112744,0.0004965772,0.00005330082,0.00009228139,0.00009732071,0.007300541,0.0001527595,0.006491659,0.000169193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912679,0.002411475,0.00002210145,0.003753826,0.0002784095,0.0003745618,0.0001356177,0.00004334198,0.001712794],"genre_scores_gemma":[0.9728808,0.01771377,0.001546631,0.002077024,0.0002854792,0.00002001381,0.0000547771,0.0000267866,0.005394737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310068,"threshold_uncertainty_score":0.9523425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112340809302784,"score_gpt":0.3241837634863079,"score_spread":0.2830603553932801,"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."}}