{"id":"W2803636017","doi":"10.1017/cjn.2018.46","title":"Chronic traumatic encephalopathy in contact sports: The Canadian experience","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chronic traumatic encephalopathy; Concussion; Athletes; Medicine; League; Amateur; Football; Champion; Football players; Physical therapy; Traumatic brain injury; Physical medicine and rehabilitation; Psychology; Poison control; Injury prevention; Psychiatry; History; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006305937,0.0008120303,0.0007240253,0.002196067,0.01131786,0.002681218,0.001098946,0.001243661,0.005169285],"category_scores_gemma":[0.002168254,0.0004547399,0.0004034644,0.007661411,0.002261972,0.0009733621,0.002164351,0.001412548,0.0006537826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02182149,"about_ca_system_score_gemma":0.0301134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545328,"about_ca_topic_score_gemma":0.9755512,"domain_scores_codex":[0.9985778,0.00007709937,0.00007883693,0.0001842936,0.0005398939,0.0005420783],"domain_scores_gemma":[0.9982388,0.00008251456,0.0002365296,0.000054133,0.0006235179,0.0007644526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670078,0.0005028189,0.8330018,0.0006463666,0.0001414011,0.04554651,0.03934531,0.0001688505,0.001474947,0.002515446,0.01549049,0.0608991],"study_design_scores_gemma":[0.00004893584,0.0004424593,0.7569941,0.0009398463,0.0001578656,0.05886635,0.09575924,0.000387274,0.0004070633,0.0006948499,0.08508879,0.0002131697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631626,0.007219954,0.0002495624,0.004752483,0.0004500245,0.0001273463,0.0008926586,0.00002519112,0.02312015],"genre_scores_gemma":[0.9831308,0.0104507,0.0002204526,0.0014878,0.0001255958,0.00002039361,0.0004127099,0.00002055801,0.004131015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0454672,"threshold_uncertainty_score":0.1583267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08109348018427028,"score_gpt":0.3377802665722262,"score_spread":0.2566867863879559,"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."}}