{"id":"W4318923415","doi":"10.2106/jbjs.22.00756","title":"Lateral Patellar Instability","year":2023,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"","keywords":"Medial patellofemoral ligament; Medicine; Patella; Magnetic resonance imaging; Osteotomy; Dysplasia; Surgery; Ligamentous laxity; 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":[0.0009059952,0.00006669879,0.000306603,0.0002342552,0.00002325452,0.00002399048,0.00001127614,0.00004919096,0.00006936234],"category_scores_gemma":[0.00009277628,0.00005264752,0.0001368637,0.0001570144,0.00001434485,0.00009952322,0.00002158166,0.0001166082,0.00001322609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001133127,"about_ca_system_score_gemma":0.00001393864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001551412,"about_ca_topic_score_gemma":0.000001004628,"domain_scores_codex":[0.9992945,0.00001736226,0.0004085812,0.00004867292,0.0001002233,0.0001306748],"domain_scores_gemma":[0.9996423,0.0001257233,0.00007459923,0.00006753834,0.00003421046,0.00005565811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001148573,0.0001420836,0.08596403,0.001464702,0.000334062,0.005202942,0.002067502,0.0009267206,0.1653147,0.0001673779,0.480778,0.257523],"study_design_scores_gemma":[0.0009775182,0.0002410233,0.6831451,0.0009040342,0.00009706414,0.002043381,0.0006876565,0.01173963,0.02673324,0.01775566,0.254456,0.001219636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983207,0.000569262,0.00006814796,0.0001578717,0.0006263989,0.00001551242,0.00001682254,0.00006218522,0.0001631008],"genre_scores_gemma":[0.9976143,0.002134054,0.00008938773,0.00002724412,0.00008754357,4.52653e-7,0.000004017943,0.000008738179,0.00003426115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5971811,"threshold_uncertainty_score":0.2146903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505728063271354,"score_gpt":0.2064087135856006,"score_spread":0.1713514329528871,"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."}}