{"id":"W4406478504","doi":"10.1136/bmjsem-2025-sportskongres.33","title":"33 Performance predictors in ice hockey and speed skating: a systematic review","year":2025,"lang":"en","type":"review","venue":"","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Ice hockey; Speed skating; Computer science; Simulation; Physical medicine and rehabilitation; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007574159,0.0004922398,0.004497436,0.0003082439,0.00004404222,0.00002601524,0.0002125992,0.0002162392,0.000172078],"category_scores_gemma":[0.0002573692,0.0003081598,0.0003034703,0.0006009732,0.00005156738,0.0001037654,0.0001385449,0.0005547561,0.00003846621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198766,"about_ca_system_score_gemma":0.0003890521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002322855,"about_ca_topic_score_gemma":0.000008679631,"domain_scores_codex":[0.9972556,0.00007457414,0.001624019,0.0004433175,0.000289478,0.0003130092],"domain_scores_gemma":[0.9984866,0.0001463959,0.0004752736,0.000699327,0.00006717224,0.0001252729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004085513,0.00002266392,0.0002022877,0.9628437,0.00009785696,0.00001789341,0.00003828863,2.35712e-8,3.224003e-9,0.00001349935,0.001949356,0.03481039],"study_design_scores_gemma":[0.0001407719,0.00008434695,0.00002773315,0.7178155,0.002383048,0.0001650733,0.0000132742,0.00002837006,9.745758e-8,2.222652e-7,0.279155,0.0001865026],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003255803,0.9830232,0.000002290819,0.00006926456,0.0002304105,0.004151152,0.00001621058,0.00006496693,0.01240999],"genre_scores_gemma":[0.00001361491,0.9788456,0.00008080126,0.0005943961,0.0001034638,0.0001761443,0.00007253461,0.00003225654,0.0200812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2772057,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010141909054684,"score_gpt":0.326435167443185,"score_spread":0.3063337483526381,"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."}}