{"id":"W2319637214","doi":"10.1017/s0317167100002559","title":"Hockey Concussion Reporting Improved","year":2003,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Physical medicine and rehabilitation; Action (physics); Psychology; Medicine; Physical therapy; Computer science; Medical emergency; Poison control; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003484793,0.0003826906,0.0005124821,0.001355058,0.001103607,0.002423445,0.001301486,0.004381191,0.01614498],"category_scores_gemma":[0.03374719,0.000195673,0.000635693,0.001224317,0.0005563282,0.002163798,0.0008518817,0.004274164,0.006027268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248477,"about_ca_system_score_gemma":0.002310079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527263,"about_ca_topic_score_gemma":0.01734059,"domain_scores_codex":[0.9963562,0.0006401789,0.0009837302,0.0003938625,0.001103345,0.0005227951],"domain_scores_gemma":[0.9831548,0.002590965,0.002474817,0.0005544436,0.009883835,0.001341165],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001273731,0.0001037115,0.04166673,0.0001911544,0.00003093437,0.00202457,0.0003498832,0.0001313254,0.0002568227,0.001489931,0.8753533,0.07827424],"study_design_scores_gemma":[0.0001177141,0.0003857508,0.1611481,0.001444558,0.0001466396,0.011462,0.002097266,0.001159264,0.0008340852,0.002704593,0.8183651,0.0001350064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01591813,0.007687065,0.0009758668,0.8706733,0.06273177,0.00006004841,0.001315425,0.0002975617,0.04034081],"genre_scores_gemma":[0.3211952,0.01880922,0.002803141,0.4316847,0.1524315,0.000168797,0.003808076,0.0004267689,0.0686726],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9965152,"threshold_uncertainty_score":0.05401039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104576928480592,"score_gpt":0.3429468307943412,"score_spread":0.232489137946282,"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."}}