{"id":"W7110519914","doi":"","title":"Factors affecting athletic trainers' and therapists' knowledge and confidence in emergency management","year":2025,"lang":"en","type":"article","venue":"SHAREOK (University of Oklahoma; Oklahoma State University; Central Oklahoma University)","topic":"Athletic Training and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Knowledge level; Health care; Low Confidence; Confidence interval; Delphi method; Scope of practice; Limiting; Emergency management; Rehabilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004090829,0.0005188155,0.0007437437,0.001700118,0.001512604,0.00001975274,0.0006978009,0.0003366839,0.0006043985],"category_scores_gemma":[0.00005281343,0.0006765099,0.000205094,0.001966316,0.0005725154,0.0006622094,0.0007242092,0.0007514173,0.00001876038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009227803,"about_ca_system_score_gemma":0.0004814836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701888,"about_ca_topic_score_gemma":0.004110151,"domain_scores_codex":[0.9965222,0.0006470481,0.0003976875,0.001023462,0.0002808841,0.001128712],"domain_scores_gemma":[0.997881,0.0005323016,0.0004120095,0.0004784089,0.000248446,0.0004478376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001986274,0.001022705,0.6981978,0.00369354,0.001118257,0.001437257,0.1874744,0.00008447166,0.0008131329,0.06474312,0.005852906,0.03357607],"study_design_scores_gemma":[0.00444231,0.0001435484,0.7088956,0.0009707783,0.0002795893,0.000004034767,0.2482551,0.0003021229,0.00001887731,0.000403557,0.03568834,0.0005960925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566229,0.0004293071,0.0015854,0.0006720607,0.0005532629,0.00101352,0.0001574282,0.0001885523,0.03877756],"genre_scores_gemma":[0.9576411,0.002388062,0.0004146256,0.00003019475,0.00002549605,1.745731e-7,0.00007244923,0.00002808837,0.0393998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06433957,"threshold_uncertainty_score":0.9997873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251036801172393,"score_gpt":0.2970632528672721,"score_spread":0.2645528848555482,"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."}}