{"id":"W1982095494","doi":"10.1227/01.neu.0000134598.06114.89","title":"Analysis and Evolution of Head Injury in Football","year":2004,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Football; Head injury; Head (geology); Physical medicine and rehabilitation; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954052,0.0002775988,0.002662911,0.002406669,0.0000188985,0.00001298307,0.0001079474,0.0002952944,0.00005379214],"category_scores_gemma":[0.0006005164,0.0002352968,0.0006562813,0.002819222,0.0001490541,0.00004703178,0.00008017338,0.0006106646,0.00001405259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907692,"about_ca_system_score_gemma":0.0007733774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001518815,"about_ca_topic_score_gemma":0.00002168249,"domain_scores_codex":[0.9974629,0.0002660629,0.001010863,0.000465968,0.000472958,0.0003212032],"domain_scores_gemma":[0.9983606,0.0005523313,0.0002912901,0.0005856124,0.0000643824,0.0001457738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007257755,0.0002536924,0.02740085,0.05394035,0.0005932018,0.0001485326,0.0000245512,0.000001280003,0.000009745188,0.00007834419,0.0001544093,0.9173225],"study_design_scores_gemma":[0.00158335,0.0009768654,0.3312477,0.0890485,0.01406902,0.0005070992,0.00002101606,0.00006882247,0.00001690847,0.0002239395,0.5610992,0.001137619],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006246618,0.9924976,0.00002631072,0.00004867528,0.0001257771,0.0006744296,0.00005483002,0.00002982491,0.0002959052],"genre_scores_gemma":[0.01008588,0.989448,0.00008087439,0.00002217586,0.00005050689,0.000055679,0.00004707433,0.00004547874,0.0001643724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9161848,"threshold_uncertainty_score":0.9595125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079492307108067,"score_gpt":0.40172364980367,"score_spread":0.2937744190928633,"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."}}