{"id":"W2783609088","doi":"10.1097/jsm.0000000000000556","title":"New Recommendations on Sport-Related Concussions: Stronger Methodology, Practical Messages, and Remaining Challenges","year":2018,"lang":"en","type":"editorial","venue":"Clinical Journal of Sport Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université Laval","funders":"","keywords":"Medicine; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.04209332,0.003093282,0.004330595,0.004924754,0.00274746,0.009778994,0.004075526,0.0183048,0.01020608],"category_scores_gemma":[0.1910923,0.001259774,0.003390297,0.002236056,0.003671122,0.01096668,0.002319224,0.03070832,0.01085388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00469858,"about_ca_system_score_gemma":0.009182082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655943,"about_ca_topic_score_gemma":0.00805134,"domain_scores_codex":[0.9780417,0.006041501,0.006282877,0.00154255,0.007354697,0.0007366388],"domain_scores_gemma":[0.7240053,0.1106718,0.0106391,0.005407515,0.1371633,0.0121129],"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":[0.00003232446,0.00002201341,0.000108908,0.0006288566,0.0000308087,0.00005443406,0.00004939762,0.00002831415,0.00003330379,0.0002730243,0.9817167,0.01702187],"study_design_scores_gemma":[0.0001007968,0.0000512174,0.0007170698,0.004352826,0.0001910631,0.000289394,0.0003009221,0.0002031474,0.0001006336,0.003002243,0.990634,0.00005669742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004387751,0.005160731,0.0002320781,0.1241267,0.8697622,0.00003757813,0.00004980696,0.00005428328,0.0005326158],"genre_scores_gemma":[0.0004282005,0.009365723,0.0007294936,0.07326787,0.9135489,0.00006178433,0.0000628795,0.0000462805,0.002488853],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04209332,"threshold_uncertainty_score":0.2226134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4261760914447619,"score_gpt":0.5642233041044055,"score_spread":0.1380472126596435,"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."}}