{"id":"W4415425886","doi":"10.1136/bmjopen-2024-098197","title":"Characterising ocular injuries in competitive combat sports in Texas: a retrospective case–control study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Research to Prevent Blindness; Doris Duke Charitable Foundation","keywords":"Retrospective cohort study; Sports medicine; Injury prevention; Poison control; Eye injuries; Epidemiology; Occupational safety and health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006416402,0.0003618023,0.0002622296,0.001499437,0.0007946928,0.0006098258,0.0004413537,0.000377017,0.001627056],"category_scores_gemma":[0.001486278,0.0004412975,0.0002620221,0.001411495,0.0004932492,0.0005793704,0.0005241962,0.0002990427,0.0002367072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000563323,"about_ca_system_score_gemma":0.0006025723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103418,"about_ca_topic_score_gemma":0.01146448,"domain_scores_codex":[0.9993476,0.0001128377,0.00009421005,0.0002114894,0.0001255568,0.0001082133],"domain_scores_gemma":[0.9984097,0.0001646868,0.0009928165,0.0001219061,0.0001450484,0.0001658532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003921867,0.00005334781,0.9988627,0.000007732009,0.00001156477,0.0002525059,0.0001290248,0.000009563412,0.0001502869,0.00001040094,0.00003864924,0.0004348583],"study_design_scores_gemma":[0.00001272181,0.0002580356,0.996758,0.0000128777,0.00002106305,0.001661353,0.0008683167,0.00008681093,0.00006217436,0.00001116896,0.0002436226,0.000003743362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994704,0.00007014522,0.00005989736,0.00001349881,0.000002356409,0.00002354009,0.0001452943,0.000001176652,0.0002137914],"genre_scores_gemma":[0.999252,0.0001322334,0.0001224864,0.00002991213,0.00001206245,0.00003433828,0.000273868,8.83051e-7,0.0001422791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103418,"threshold_uncertainty_score":0.02193993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284142021139028,"score_gpt":0.3687436422505201,"score_spread":0.3459022220391298,"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."}}