{"id":"W3160734582","doi":"10.1136/bmjsem-2020-001010","title":"Association of the British Athletic Muscle Injury Classification and anatomic location with return to full training and reinjury following hamstring injury in elite football","year":2021,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Sports injuries and prevention","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hamstring; Hamstring injury; Biceps; Football; Physical therapy; Physical medicine and rehabilitation; Poison control; Injury prevention","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":[0.002063688,0.0001749711,0.0008861051,0.0001290052,0.0001586455,0.00008077068,0.0001315942,0.0001370701,0.00005066865],"category_scores_gemma":[0.0003360756,0.000149683,0.00004984456,0.0008372347,0.00007097226,0.000233191,0.0001478168,0.000255114,6.846081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792365,"about_ca_system_score_gemma":0.000289957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058086,"about_ca_topic_score_gemma":0.001026752,"domain_scores_codex":[0.9979342,0.00005155791,0.0007639928,0.0004706164,0.0005306661,0.0002489863],"domain_scores_gemma":[0.9987043,0.00003735672,0.0004435678,0.0004335951,0.0002392717,0.000141969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001172598,0.0001113046,0.6687196,0.0003614123,0.0000758989,0.0001100424,0.002898847,0.000004152809,0.01221829,0.00009895364,0.001062794,0.3131661],"study_design_scores_gemma":[0.001908925,0.0002702781,0.98146,0.009135464,0.0003598366,0.00006739949,0.002971716,0.0001516312,0.0005623314,0.0001273168,0.002799291,0.0001858569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922673,0.0007721159,0.00006252356,0.00336396,0.0002123821,0.00233968,0.000006340398,0.00001949761,0.0009562096],"genre_scores_gemma":[0.9964314,0.0006625047,0.0007665522,0.0004578978,0.0001084057,0.0001547472,0.00008074453,0.00003100223,0.001306734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3129802,"threshold_uncertainty_score":0.6103896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230369509803061,"score_gpt":0.3181763594975764,"score_spread":0.2958726643995458,"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."}}