{"id":"W1981686572","doi":"10.1097/00005768-200105001-01113","title":"THE CHALLENGE OF COMBINING EASE OF USE WITH DIAGNOSTIC CAPABILITY IN AN CONCUSSION ASSESSMENT TOOL","year":2001,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Concussion; Computer science; Usability; Physical medicine and rehabilitation; Medicine; Human–computer interaction; Medical emergency; Poison control; Injury prevention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057397,0.0001536246,0.0004126288,0.0003746194,0.0001516483,0.00005907184,0.0004615253,0.00003076826,0.00007367391],"category_scores_gemma":[0.0006759573,0.00008973527,0.00002305615,0.001402255,0.001020516,0.001728356,0.0001331664,0.0001362541,0.000001313387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005493411,"about_ca_system_score_gemma":0.000073306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659147,"about_ca_topic_score_gemma":0.001898687,"domain_scores_codex":[0.9974999,0.00003196079,0.0007459373,0.0003824854,0.00100405,0.000335667],"domain_scores_gemma":[0.998473,0.0002609086,0.0004705926,0.0005715627,0.0001967472,0.00002719052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006970778,0.0002779512,0.984502,0.0001618576,2.862124e-7,0.00005922539,0.0008086407,0.0001996116,0.00003332907,0.001600682,0.00003226987,0.01225445],"study_design_scores_gemma":[0.0008409132,0.00006997685,0.9879976,0.001321188,0.00002360241,6.477044e-7,0.005365992,0.002544015,0.000001848043,0.000994661,0.0007175755,0.0001219696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958417,0.00002866321,0.0000611651,0.001020886,0.0002747136,0.0007696536,3.466348e-7,0.00002027477,0.001982531],"genre_scores_gemma":[0.9995385,0.0001366342,0.00003512648,0.0001121626,0.0000665156,0.00004708377,0.000004613826,0.000008012958,0.00005131673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213248,"threshold_uncertainty_score":0.7043267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984263422937349,"score_gpt":0.2931898714549711,"score_spread":0.2633472372255976,"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."}}