{"id":"W4302759357","doi":"10.1016/j.csm.2022.05.009","title":"Discoid Meniscus","year":2022,"lang":"en","type":"review","venue":"Clinics in Sports Medicine","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Meniscus; Radiography; Medial meniscus; Anatomy; Radiology; Osteoarthritis; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001750597,0.0004999912,0.004290576,0.0008333235,0.00008152564,0.000005163114,0.0002530011,0.0004781057,0.009836038],"category_scores_gemma":[0.0002337539,0.0003220409,0.0006476349,0.0007407882,0.0004546977,0.00003742572,0.0001650845,0.00192424,0.00001551692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717234,"about_ca_system_score_gemma":0.0006733456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000188548,"about_ca_topic_score_gemma":0.000002715947,"domain_scores_codex":[0.9956253,0.00009623766,0.002583122,0.0006697724,0.0006640762,0.0003614799],"domain_scores_gemma":[0.9975019,0.000341319,0.0009721635,0.0009255211,0.00003793139,0.0002212282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001764655,0.00009094466,0.0001855747,0.007000696,0.00004134332,0.0006625898,0.00005852639,1.855428e-8,1.283963e-8,0.0003331188,0.004649675,0.9869599],"study_design_scores_gemma":[0.0005180446,0.0003772265,0.00001803846,0.01767833,0.001026029,0.001227294,0.0002176829,5.524476e-7,1.188489e-7,0.0004851002,0.9781659,0.0002856884],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001145943,0.970744,0.000008446709,0.0003514472,0.003184904,0.001278298,0.00001942985,0.0001825307,0.02421947],"genre_scores_gemma":[0.000004792809,0.9888618,0.0003897973,0.0003242836,0.001251587,0.0002244083,0.0004276151,0.0001059105,0.008409828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9866742,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07978540780438288,"score_gpt":0.4389204701759647,"score_spread":0.3591350623715818,"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."}}