{"id":"W4386414933","doi":"10.1097/pec.0000000000003052","title":"Virtual Coaching and the Reduction of Radial Head Subluxation","year":2023,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Coaching; Elbow; Subluxation; Emergency department; Reduction (mathematics); Checklist; Physical therapy; Population; Medical emergency; Surgery; Nursing; Psychology","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":[0.0003945739,0.000190448,0.0001205141,0.0006152006,0.0004357483,0.0004543601,0.0003360552,0.0004070576,0.00226202],"category_scores_gemma":[0.004218037,0.0001080698,0.0001304745,0.0004011451,0.0004453612,0.0003445548,0.0006268552,0.0003515716,0.0002112258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027597,"about_ca_system_score_gemma":0.0004846474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295358,"about_ca_topic_score_gemma":0.001832282,"domain_scores_codex":[0.9993905,0.0002244181,0.00004745485,0.00005192275,0.000181983,0.0001036674],"domain_scores_gemma":[0.9985839,0.0005212107,0.0006217765,0.00005977459,0.00007484597,0.0001384958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003430959,0.0009684773,0.7133093,0.0004366304,0.00006021257,0.03398325,0.002061673,0.001537168,0.003608842,0.0006813377,0.002196247,0.2408137],"study_design_scores_gemma":[0.00005475486,0.002889173,0.6064986,0.0005811626,0.00007799495,0.3656566,0.003279549,0.003734251,0.006917291,0.0005675414,0.009697172,0.00004589553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909355,0.002967797,0.00164433,0.0003315498,0.00002651034,0.00002058926,0.00001877758,0.00003228511,0.004022651],"genre_scores_gemma":[0.9977403,0.0007304518,0.001041305,0.0000543805,0.00002275652,0.000008911037,0.00001761462,0.000002570675,0.0003817879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00226202,"threshold_uncertainty_score":0.007567227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195051588841523,"score_gpt":0.2865558637717254,"score_spread":0.2670507048875731,"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."}}