{"id":"W2970179664","doi":"10.1007/s00167-019-05665-2","title":"Anatomic ACL reconstruction reduces risk of post-traumatic osteoarthritis: a systematic review with minimum 10-year follow-up","year":2019,"lang":"en","type":"review","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Anterior cruciate ligament reconstruction; Osteoarthritis; Radiography; Checklist; Cochrane Library; Anterior cruciate ligament; MEDLINE; Surgery; Physical therapy; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001672528,0.001254449,0.01480402,0.001463611,0.0001817355,0.00003572972,0.0002638509,0.001203106,0.001029002],"category_scores_gemma":[0.0004591842,0.0009077851,0.002635951,0.0009559224,0.000946891,0.0002963151,0.00004608871,0.001043904,0.0001461769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462244,"about_ca_system_score_gemma":0.001566434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003207865,"about_ca_topic_score_gemma":0.00003392655,"domain_scores_codex":[0.9913821,0.0007240535,0.005223885,0.001195566,0.000690971,0.0007834556],"domain_scores_gemma":[0.9903914,0.0008198288,0.006184033,0.001717868,0.0005884597,0.0002984496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002202136,0.0001073381,0.0006830893,0.7793044,0.001385623,0.0001207824,0.00008378432,2.225032e-8,0.000001388213,0.0000291715,0.001161678,0.2169025],"study_design_scores_gemma":[0.0009986947,0.0009621079,0.00002338964,0.9371225,0.01820273,0.02164461,0.0006422081,7.02363e-7,0.0001104131,0.00002833103,0.01930271,0.0009615935],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02492765,0.9645327,0.00001023668,0.00004125772,0.002113814,0.007251155,0.0002657656,0.0003746478,0.000482769],"genre_scores_gemma":[0.001368023,0.9952627,0.001041006,0.00006619323,0.00008123398,0.0007893646,0.0004565068,0.0002185822,0.0007163477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2159409,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859912759634686,"score_gpt":0.2893585589698824,"score_spread":0.2707594313735356,"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."}}