{"id":"W2306628966","doi":"10.1080/23279095.2015.1064002","title":"Two baselines are better than one: Improving the reliability of computerized testing in sports neuropsychology","year":2016,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Concussion; Baseline (sea); Test (biology); Physical medicine and rehabilitation; Neuropsychology; Reliability (semiconductor); Psychology; Physical therapy; League; Neuropsychological test; Neuropsychological assessment; Cognition; Poison control; Medicine; Injury prevention; Psychiatry; Medical emergency","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":[0.001095588,0.0003122431,0.0006981508,0.0002533594,0.00008124817,0.000009572903,0.0004995538,0.0001832256,0.0001077238],"category_scores_gemma":[0.001539853,0.000190622,0.0001041337,0.000675145,0.0008120312,0.00005885379,0.0001889643,0.0007443503,0.00005798871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003039258,"about_ca_system_score_gemma":0.00005562635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004575253,"about_ca_topic_score_gemma":0.00001245484,"domain_scores_codex":[0.996455,0.0004663825,0.0009924048,0.0009759511,0.0004375708,0.0006726974],"domain_scores_gemma":[0.99555,0.002017087,0.0004223905,0.001553028,0.0003138097,0.0001437157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001901354,0.0008469871,0.5559661,0.0001401398,0.00002434991,0.0002279574,0.0001638646,0.000002875871,0.3604522,0.0004022278,0.0004922662,0.07937969],"study_design_scores_gemma":[0.006975098,0.0003406764,0.9894069,0.0001536655,0.00002903523,0.0002745373,0.00004319133,0.0001292335,0.001455524,0.0009237322,0.00008594968,0.0001824086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767227,0.00000802498,0.0008345154,0.01811235,0.0003626116,0.001095276,0.00001258653,0.0001279442,0.002723986],"genre_scores_gemma":[0.983879,0.00001134465,0.007922644,0.007688351,0.0002519666,0.0001194027,0.00000401621,0.00006944978,0.00005387806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4334408,"threshold_uncertainty_score":0.7773341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950737741943949,"score_gpt":0.3198404489639509,"score_spread":0.2703330715445114,"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."}}