{"id":"W2960938333","doi":"10.1177/0363546519862279","title":"Predictors of Patient-Reported Outcomes at 2 Years After Revision Anterior Cruciate Ligament Reconstruction","year":2019,"lang":"en","type":"article","venue":"The American Journal of Sports Medicine","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; American Orthopaedic Society for Sports Medicine; Smith and Nephew; Musculoskeletal Transplant Foundation","keywords":"Medicine; Anterior cruciate ligament; Anterior cruciate ligament reconstruction; Cohort; Osteoarthritis; Demographics; Physical therapy; Cohort study; Surgery; Internal medicine; Demography","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":[0.0007091598,0.0001551384,0.001207509,0.000341158,0.00002573957,0.000003127058,0.00009050215,0.00003771866,0.0007253332],"category_scores_gemma":[0.0000772542,0.00008112968,0.000278721,0.0002487492,0.0006582406,0.00006695014,0.00004129617,0.0002309154,0.000002562826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009697529,"about_ca_system_score_gemma":0.00007505851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003429259,"about_ca_topic_score_gemma":3.176362e-7,"domain_scores_codex":[0.9974062,0.00004121652,0.001627441,0.0001396958,0.0006286686,0.0001567762],"domain_scores_gemma":[0.9958709,0.00004520407,0.003334505,0.0003447827,0.0002683696,0.0001361666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184674,0.00002684915,0.5358623,0.00003556405,0.0001720493,0.00007610725,0.0005859197,8.436647e-7,0.002644135,5.954236e-7,0.0001248493,0.4592861],"study_design_scores_gemma":[0.001477532,0.004261449,0.9684054,0.01116077,0.0004988398,0.005804707,0.00288421,0.00000357633,0.00327962,0.00006979504,0.002024231,0.0001298842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944943,0.002222361,0.00001343731,0.001528024,0.001217032,0.000309587,0.000001418342,0.00002093127,0.0001929337],"genre_scores_gemma":[0.9917822,0.006714296,0.0005899662,0.0004098284,0.0002008497,0.000001820399,3.867866e-7,0.00001901749,0.000281644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591562,"threshold_uncertainty_score":0.794189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004398322141321538,"score_gpt":0.2502256799954938,"score_spread":0.2458273578541723,"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."}}