{"id":"W2516501743","doi":"10.1371/journal.pmed.1002104","title":"Concussions and Repercussions","year":2016,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002791045,0.0005270861,0.0009610357,0.0009264947,0.004402612,0.002729366,0.001307743,0.0311611,0.004804704],"category_scores_gemma":[0.02774557,0.000410201,0.0008523587,0.0009051998,0.002892497,0.004284787,0.00219701,0.02740909,0.003007239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0028482,"about_ca_system_score_gemma":0.003343873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006511505,"about_ca_topic_score_gemma":0.0140835,"domain_scores_codex":[0.9979367,0.0005712156,0.0003766671,0.000276854,0.0005530855,0.0002854906],"domain_scores_gemma":[0.9925978,0.004108651,0.0006097993,0.0002719742,0.001351062,0.001060646],"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":[0.00004598758,0.00005669921,0.003027173,0.0001024168,0.00002418894,0.004044383,0.0004334472,0.00005106884,0.0001180513,0.004315837,0.9668198,0.02096103],"study_design_scores_gemma":[0.000139847,0.0001330813,0.006102198,0.001601077,0.00005350481,0.01395019,0.002120833,0.0002645998,0.0002641273,0.02407122,0.9512085,0.00009089963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005494833,0.003304739,0.00003260736,0.983485,0.01092608,0.000005037673,0.00003349606,0.000008311424,0.001655173],"genre_scores_gemma":[0.008858968,0.00552408,0.0001312187,0.9111997,0.07063155,0.00001924679,0.00004199325,0.00001121398,0.003581993],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0311611,"threshold_uncertainty_score":0.02066517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1392593753567068,"score_gpt":0.3638997100879779,"score_spread":0.2246403347312711,"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."}}