{"id":"W4400917717","doi":"10.1056/evide2400211","title":"Acute Proximal Hamstring Tear — Who Will Benefit from Surgical Intervention?","year":2024,"lang":"en","type":"letter","venue":"NEJM Evidence","topic":"Sports injuries and prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto; HalTech","funders":"","keywords":"Hamstring; Intervention (counseling); Medicine; Physical therapy; Surgery; Physical medicine and rehabilitation; Nursing","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003321853,0.0004054275,0.0007197942,0.0001799144,0.00007532429,0.0001685754,0.0002908201,0.0007882279,0.003653437],"category_scores_gemma":[0.00007575196,0.0003459656,0.0006871791,0.000224811,0.00009728637,0.0003802659,0.0002421212,0.002326978,0.0004515749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795445,"about_ca_system_score_gemma":0.0000976498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003407373,"about_ca_topic_score_gemma":0.00001195072,"domain_scores_codex":[0.9971871,0.00005296714,0.0006872383,0.0008630698,0.0007795979,0.00043006],"domain_scores_gemma":[0.9986584,0.0001870473,0.0002280906,0.0006914667,0.0001256823,0.0001093707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002184806,0.00003162445,0.001922043,0.0008327697,0.0004722585,0.007183307,0.0001031881,4.988256e-7,0.00003574701,0.00006298011,0.9756652,0.01347196],"study_design_scores_gemma":[0.000455498,0.0003217583,0.002273628,0.0178042,0.001324706,0.0003361079,0.00001354579,0.00006534845,0.0001852483,0.001131589,0.975741,0.0003473208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1075158,0.02454269,0.0001856053,0.858363,0.004355687,0.001545393,0.0003298646,0.0005406961,0.002621285],"genre_scores_gemma":[0.08182591,0.00833777,0.002969625,0.4005285,0.06442381,0.0005642981,0.004160324,0.0006559719,0.4365338],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4578345,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500988239559734,"score_gpt":0.3249853024289128,"score_spread":0.2999754200333155,"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."}}