{"id":"W4413723922","doi":"10.64628/aam.65gtqspmp","title":"Grey Cup haunted by brain injury risk — but doesn’t have to be","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology","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":[0.00606402,0.001217667,0.001483559,0.002128414,0.005418806,0.008754379,0.001937176,0.0083017,0.06960244],"category_scores_gemma":[0.03897848,0.000494901,0.001061546,0.001141433,0.01057687,0.01310834,0.007591662,0.008354214,0.01883294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447305,"about_ca_system_score_gemma":0.005602378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009457373,"about_ca_topic_score_gemma":0.01002689,"domain_scores_codex":[0.9960452,0.0009929383,0.0001545255,0.0006480511,0.001467517,0.0006918771],"domain_scores_gemma":[0.9840382,0.003472643,0.00142683,0.002460485,0.003764251,0.004837586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006607077,0.000439398,0.01123182,0.0005122938,0.0004959967,0.001287878,0.001312281,0.0006344871,0.001428361,0.2610047,0.5457664,0.1752256],"study_design_scores_gemma":[0.0001448216,0.0001913138,0.01021157,0.001012142,0.0001930044,0.001171416,0.003454899,0.0004369712,0.00109844,0.6048657,0.3771091,0.0001106415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01814816,0.007853282,0.006227479,0.7881501,0.01689172,0.00007281442,0.0007042211,0.0004995423,0.1614526],"genre_scores_gemma":[0.4741199,0.01043166,0.01197929,0.359829,0.01926603,0.0002071325,0.0009791021,0.0008339747,0.1223539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9905427,"threshold_uncertainty_score":0.2328433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472061081957088,"score_gpt":0.4826747071895937,"score_spread":0.3354685989938849,"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."}}