{"id":"W1568756493","doi":"10.1159/000358777","title":"Concussion in Ice Hockey","year":2014,"lang":"en","type":"review","venue":"Progress in neurological surgery","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Ice hockey; Medicine; League; Head injury; Physical therapy; Injury prevention; Poison control; Physical medicine and rehabilitation; Medical emergency; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002437433,0.0005136046,0.003895414,0.0008077741,0.00003109096,0.00004178973,0.0003364808,0.0009317793,0.0003548787],"category_scores_gemma":[0.002131779,0.0003198247,0.0006049302,0.001078965,0.0003831585,0.00004523632,0.0002736855,0.002240577,0.0002341264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006972165,"about_ca_system_score_gemma":0.0002385096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000853269,"about_ca_topic_score_gemma":0.000004709204,"domain_scores_codex":[0.9943035,0.001635824,0.001554777,0.0009247043,0.0006802215,0.0009009962],"domain_scores_gemma":[0.9926136,0.006138064,0.0003358674,0.000642306,0.00004401055,0.000226156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001467302,0.0003609031,0.074801,0.01393411,0.00001434314,0.001873977,0.000003377432,7.049363e-8,1.640191e-8,0.00008243828,0.0007513059,0.9080318],"study_design_scores_gemma":[0.000371876,0.0002320626,0.02656997,0.01346749,0.00007883193,0.0003386527,8.502727e-7,0.00003798361,2.03397e-7,0.0001404904,0.9584255,0.0003360421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003422036,0.9932926,0.000001366263,0.0006297282,0.0003184361,0.001604135,0.000006407822,0.000124305,0.0006009581],"genre_scores_gemma":[0.003675466,0.9945394,0.00008466547,0.0003017356,0.0003091618,0.0008589675,0.00008039423,0.00007393365,0.00007628267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9576743,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2014698270025166,"score_gpt":0.4319476958867649,"score_spread":0.2304778688842483,"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."}}