{"id":"W4389674779","doi":"10.1016/j.csm.2023.08.005","title":"Avoiding Graft Failure","year":2023,"lang":"en","type":"article","venue":"Clinics in Sports Medicine","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Fowler Kennedy Sport Medicine Clinic","funders":"International Society of Arthroscopy, Knee Surgery and Orthopaedic Sports Medicine","keywords":"Medicine; Surgery; Anterior cruciate ligament; Adverse effect; Hamstring; Randomized controlled trial; Clinical trial; Internal medicine","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":[0.001950518,0.0001441597,0.0005424121,0.0005344684,0.0000836077,0.000003538131,0.00007793116,0.0001901224,0.0007653962],"category_scores_gemma":[0.0005673415,0.0001072733,0.00009280497,0.0008349737,0.0002615579,0.00004747044,0.00004169128,0.0007281321,0.00004769702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000399052,"about_ca_system_score_gemma":0.00007602257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001631138,"about_ca_topic_score_gemma":0.0000074503,"domain_scores_codex":[0.9982871,0.00002903307,0.0007886639,0.0002900363,0.0003321377,0.0002730382],"domain_scores_gemma":[0.9991072,0.0001922613,0.0001568179,0.0003205059,0.00007918549,0.0001440289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001566921,0.0001130189,0.5649379,0.0003306789,0.00003911078,0.002132063,0.001409527,0.00000450078,0.0005353779,0.004272439,0.09547332,0.3305953],"study_design_scores_gemma":[0.004170334,0.0007663869,0.2461147,0.004024284,0.0001593161,0.001163787,0.01032739,0.0004221115,0.001157581,0.02060802,0.7105921,0.0004940015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703207,0.0004646088,0.000139855,0.01354347,0.001999417,0.0004485252,0.000002926693,0.0008267917,0.01225368],"genre_scores_gemma":[0.9878267,0.003253435,0.0008729661,0.001014647,0.0008789952,0.00002027177,0.00005384548,0.00003428341,0.006044867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6151187,"threshold_uncertainty_score":0.8380552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645640582029728,"score_gpt":0.3559857427601713,"score_spread":0.329529336939874,"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."}}