{"id":"W2128807759","doi":"10.1136/bjsm.2003.010322","title":"Injuries in martial arts: a comparison of five styles","year":2004,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Martial arts; Medicine; Odds ratio; Logistic regression; Physical therapy; Injury prevention; Confidence interval; Poison control; Internal medicine; Medical emergency","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":[0.001705611,0.00007209055,0.0003861441,0.0002021216,0.00009956971,0.00001333946,0.0001653035,0.0000881526,0.0004021058],"category_scores_gemma":[0.0004368701,0.00007461417,0.00005290876,0.000254863,0.0006121928,0.0001803842,0.00001122915,0.0002405903,9.069016e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008894855,"about_ca_system_score_gemma":0.0002276776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007143836,"about_ca_topic_score_gemma":0.002633109,"domain_scores_codex":[0.9983215,0.0000635227,0.0008060954,0.0001034795,0.0005056689,0.0001997521],"domain_scores_gemma":[0.9989566,0.00004593177,0.0005612413,0.00007248163,0.0002360357,0.0001276601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000319693,0.001029977,0.09413321,0.00006813556,0.00003557708,0.0004826636,0.1010667,0.000053192,0.0002786289,0.008091805,0.04939684,0.7450436],"study_design_scores_gemma":[0.00272118,0.00070208,0.779619,0.006946708,0.00007851577,0.0003343984,0.09848072,0.000001974536,0.0008602619,0.04442726,0.06554172,0.0002861509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976558,0.003808958,0.0002921136,0.006492187,0.000964439,0.0001539704,0.000001754201,0.00001786441,0.01171066],"genre_scores_gemma":[0.9954342,0.002653777,0.0006591961,0.0002136339,0.0008871655,0.00000202492,0.000002223451,0.000006309278,0.000141474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7447575,"threshold_uncertainty_score":0.9994677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608319847737445,"score_gpt":0.3742498463560147,"score_spread":0.3481666478786402,"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."}}