{"id":"W3134956511","doi":"10.1007/s00256-021-03750-7","title":"Role of ultrasound-guided decompression in management of mucoid degeneration of the anterior cruciate ligament","year":2021,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Patient satisfaction; Surgery; Anterior cruciate ligament; Decompression; Ultrasound; Retrospective cohort study; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001509453,0.00006399101,0.0003714644,0.00007814665,0.00001418557,0.000001026422,0.00006116007,0.00007279433,0.00006872301],"category_scores_gemma":[0.00002781541,0.00004388767,0.0001308784,0.000129541,0.0001400884,0.00001728705,0.00004699847,0.00006726399,3.58178e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002646357,"about_ca_system_score_gemma":0.00003775852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002797491,"about_ca_topic_score_gemma":0.000009881755,"domain_scores_codex":[0.9990698,0.00007648319,0.0005650869,0.0001187322,0.00008211508,0.00008780423],"domain_scores_gemma":[0.9994376,0.00002483593,0.0002495267,0.0002023138,0.00006838631,0.00001737416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003809474,0.00008687384,0.01960426,0.0002156265,0.00005484797,0.000003635244,0.0001144607,0.00001371095,0.957806,0.0007055855,0.0000489567,0.02130799],"study_design_scores_gemma":[0.0005229897,0.0001422219,0.08550323,0.0008184582,0.00002706403,0.0002361758,0.0003498633,0.00003537272,0.9113655,0.0007520809,0.0002082767,0.00003877072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995252,0.002883814,0.000144605,0.0001152762,0.0001661016,0.000204662,0.000003944531,0.000007710483,0.001221941],"genre_scores_gemma":[0.9938795,0.002842757,0.003097593,0.00002536364,0.00001991704,0.00001070467,0.000002608962,0.000005129925,0.0001164427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06589898,"threshold_uncertainty_score":0.1789687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007069412259419696,"score_gpt":0.2725701543589153,"score_spread":0.2655007420994956,"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."}}