{"id":"W3132247007","doi":"10.1089/neur.2020.0035","title":"Changes in White Matter of the Cervical Spinal Cord after a Single Season of Collegiate Football","year":2021,"lang":"en","type":"article","venue":"Neurotrauma Reports","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"White matter; Fractional anisotropy; Spinal cord; Diffusion MRI; Concussion; Spinal cord injury; Medicine; Poison control; Magnetic resonance imaging; Injury prevention; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005743255,0.00009721595,0.00023475,0.00004556092,0.00001585847,0.000004587538,0.00005538545,0.000042387,0.0001175284],"category_scores_gemma":[0.00004157107,0.00007656079,0.00008550772,0.0003282844,0.00007436723,0.00002202295,0.00009181049,0.0001617021,9.392664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002055234,"about_ca_system_score_gemma":0.00004719428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008896681,"about_ca_topic_score_gemma":0.00004473546,"domain_scores_codex":[0.9990231,0.00003164189,0.0003256877,0.0002717243,0.0002063354,0.0001414792],"domain_scores_gemma":[0.9990337,0.00001468523,0.0002027794,0.0005972913,0.0001077021,0.00004384554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002840215,0.0004398965,0.9244578,0.000220106,0.00000669774,0.00133062,0.00004223454,0.000003667217,0.07065863,0.0000357333,0.0006013162,0.001919272],"study_design_scores_gemma":[0.0001827918,0.0002319163,0.8988022,0.000240489,0.00002805651,0.001340222,0.000009701395,0.00001170764,0.09379852,0.0002619556,0.005033317,0.00005910869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901968,0.00006083551,0.00009457707,0.006922382,0.00007286532,0.0003913371,0.000006051798,0.00002667047,0.00222844],"genre_scores_gemma":[0.9967917,0.00001459456,0.001340437,0.001206202,0.00002743321,0.00007479996,0.000002448034,0.00002081669,0.0005216297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02565559,"threshold_uncertainty_score":0.3122059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06885494946166848,"score_gpt":0.3379647180896366,"score_spread":0.2691097686279681,"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."}}