{"id":"W7116954557","doi":"10.1177/23259671251384600","title":"The Impact of Hip Arthroscopy on Long-term Performance Trajectories in NHL Players: A Matched Cohort Study Using Advanced Analytics","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Journal of Sports Medicine","topic":"Hip disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McGill University; University of Ottawa; University of Toronto; McMaster University","funders":"","keywords":"Hip arthroscopy; Femoroacetabular impingement; Cohort study; Offensive; Cohort; Arthroscopy; Hip surgery","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":[0.001161007,0.0003064654,0.0003083689,0.001018109,0.0005976255,0.0007356696,0.0004818927,0.0005405503,0.001704223],"category_scores_gemma":[0.002524019,0.000384125,0.0006345692,0.0008402799,0.0003057746,0.0005537165,0.0007200097,0.0005696171,0.0003893933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952807,"about_ca_system_score_gemma":0.0005266758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299924,"about_ca_topic_score_gemma":0.01822244,"domain_scores_codex":[0.9993104,0.0001175236,0.00007433916,0.000220407,0.0001316056,0.0001456676],"domain_scores_gemma":[0.9985309,0.0001818703,0.0006161163,0.0002206355,0.0002399915,0.0002105371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003013179,0.0001140032,0.998259,0.00001059156,0.0001040858,0.00004649415,0.00008964427,0.0000203734,0.0001243307,0.00001461436,0.0001027201,0.000812954],"study_design_scores_gemma":[0.00002427765,0.0004573114,0.9986119,0.00001112082,0.00009179572,0.00009827754,0.0002947079,0.0001369243,0.00004849836,0.00001925571,0.0002010801,0.000004862147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992117,0.00008539352,0.000082174,0.00001393643,0.000004825744,0.00002462523,0.0004095294,0.000001721608,0.0001660587],"genre_scores_gemma":[0.9989279,0.000061707,0.00009980268,0.00002019427,0.000008449243,0.00003141419,0.0006276491,0.000001880358,0.0002209726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299924,"threshold_uncertainty_score":0.02584714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712726520850255,"score_gpt":0.3388714193590684,"score_spread":0.3217441541505659,"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."}}