{"id":"W2488991434","doi":"10.2217/cnc-2016-0008","title":"The financial toll of career-ending concussions in professional hockey","year":2016,"lang":"en","type":"article","venue":"Concussion","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Salary; Concussion; League; Toll; Psychology; Physical therapy; Business; Medicine; Injury prevention; Poison control; Political science; 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":[0.0006634931,0.0001134981,0.0002588058,0.0001232663,0.0001550249,0.000007172727,0.000193159,0.0001331496,0.0003166096],"category_scores_gemma":[0.001910563,0.00004450986,0.00007882367,0.0002381746,0.0002598815,0.00007265423,0.0001399612,0.000248189,0.00004288803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233012,"about_ca_system_score_gemma":0.0004640872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982869,"about_ca_topic_score_gemma":0.00003473927,"domain_scores_codex":[0.9983717,0.0001546495,0.0004137674,0.0002088626,0.0005040237,0.0003470576],"domain_scores_gemma":[0.9983669,0.00091558,0.0001006802,0.0003622617,0.0001123631,0.000142232],"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":[0.001762416,0.0002673129,0.1386183,0.0001753124,0.00003332786,0.00007907653,0.001435715,4.103402e-7,0.2321759,0.01551761,0.03732403,0.5726106],"study_design_scores_gemma":[0.009534311,0.0007539531,0.8537568,0.005277348,0.00003293834,0.00005414691,0.001632642,0.0002318941,0.05544827,0.002508272,0.07045913,0.0003102553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790822,0.0002986519,0.0002227512,0.01364071,0.001006797,0.0007534668,0.00001804317,0.0000394245,0.004937959],"genre_scores_gemma":[0.9915887,0.00004532597,0.0001601286,0.0000914512,0.0001182137,0.00005271302,0.000003799848,0.00001557593,0.007924073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7151386,"threshold_uncertainty_score":0.3466653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614785571382107,"score_gpt":0.3516228129058409,"score_spread":0.2901442557676302,"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."}}