{"id":"W2121446942","doi":"10.1097/00042752-200107000-00007","title":"New Frontiers in Diagnostic Imaging in Concussive Head Injury","year":2001,"lang":"en","type":"review","venue":"Clinical Journal of Sport Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Concussion; Neuroimaging; Medicine; Neuropsychology; Magnetic resonance imaging; Head injury; Diffusion MRI; Physical medicine and rehabilitation; Athletes; Chronic traumatic encephalopathy; Poison control; Neuroscience; Injury prevention; Radiology; Physical therapy; Psychiatry; Medical emergency; Psychology; Cognition","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007711667,0.0005977006,0.008386309,0.002103808,0.00002150052,0.00001344005,0.0007083074,0.0005906496,0.0007145924],"category_scores_gemma":[0.01299466,0.0003851055,0.0009377789,0.001644176,0.0006657658,0.0001489082,0.0001071333,0.005312994,0.00004309406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005885172,"about_ca_system_score_gemma":0.003834423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011478,"about_ca_topic_score_gemma":0.00001787545,"domain_scores_codex":[0.9888564,0.0002357511,0.008257899,0.0005497959,0.00136042,0.0007397083],"domain_scores_gemma":[0.9912652,0.00366303,0.002698542,0.0006752008,0.000325593,0.001372462],"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":[0.00033512,0.0002374283,0.1446148,0.002683723,0.0001631476,0.01428673,0.00005910002,1.21773e-7,3.676517e-8,0.000009110961,0.06936862,0.7682421],"study_design_scores_gemma":[0.005865843,0.001316783,0.02222834,0.156528,0.001128872,0.002863934,0.0001914454,0.000003449979,5.799576e-8,0.0001903386,0.8094316,0.0002513881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004851012,0.9899092,0.0002359823,0.004371124,0.002888052,0.001231673,0.000004144918,0.00001407474,0.0008606622],"genre_scores_gemma":[0.0002493252,0.9918061,0.001975127,0.0009457279,0.004172051,0.00001250882,0.00003368716,0.0001004134,0.0007050195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7679907,"threshold_uncertainty_score":0.9998601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1863772290234696,"score_gpt":0.5189881430476233,"score_spread":0.3326109140241537,"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."}}