{"id":"W2315101042","doi":"10.1080/13854046.2016.1158320","title":"Long-term reliability of ImPACT in professional ice hockey","year":2016,"lang":"en","type":"article","venue":"The Clinical Neuropsychologist","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University of Calgary","funders":"","keywords":"Test (biology); Concussion; Reliability (semiconductor); Ice hockey; Psychology; Composite index; Statistics; Poison control; Medicine; Physical medicine and rehabilitation; Injury prevention; Econometrics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005160989,0.0005932319,0.0005144312,0.001593399,0.0003907419,0.0008326029,0.0008586503,0.0006781064,0.0008213597],"category_scores_gemma":[0.02756194,0.0002563814,0.0006625285,0.0007252148,0.0007511377,0.0006650257,0.0010227,0.0004741473,0.0005204339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306283,"about_ca_system_score_gemma":0.0005073586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008184097,"about_ca_topic_score_gemma":0.01052452,"domain_scores_codex":[0.9970795,0.0005618933,0.0003576371,0.0005391054,0.00120618,0.0002557011],"domain_scores_gemma":[0.9857939,0.003170103,0.003072137,0.001041081,0.006434129,0.0004887939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000406088,0.000108356,0.9828212,0.00005285056,0.0002230558,0.00006254129,0.0005576706,0.0007261767,0.0009219023,0.00002877924,0.0002380048,0.01385335],"study_design_scores_gemma":[0.000006504787,0.0003025385,0.9984163,0.00001390346,0.00003517079,0.00007928823,0.0001251879,0.0004592,0.0003596144,0.00002445662,0.0001676204,0.00001020448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998032,0.0002304129,0.0005726547,0.00001976613,0.00003144093,0.00002420928,0.0002059493,0.0000245337,0.0008591147],"genre_scores_gemma":[0.9989255,0.0000538457,0.0002902212,0.00001050074,0.00001391716,0.00001949502,0.0003855022,0.000006483028,0.0002945428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008184097,"threshold_uncertainty_score":0.02729422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2121677824679765,"score_gpt":0.5312136272089593,"score_spread":0.3190458447409827,"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."}}