{"id":"W3172921761","doi":"10.5847/wjem.j.1920-8642.2021.03.011","title":"Pediatric emergency preparedness in Canadian family physician offices: A national survey","year":2021,"lang":"en","type":"article","venue":"World Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Preparedness; Family medicine; Medical emergency; Management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001765778,0.0001946693,0.000576534,0.001092312,0.00007825337,0.000003194871,0.0001349786,0.00006937828,0.001061275],"category_scores_gemma":[0.001230477,0.0001599501,0.0002220876,0.002832246,0.00003312456,0.0001574284,0.00001899457,0.0004013903,0.00001929148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568121,"about_ca_system_score_gemma":0.002415271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01441629,"about_ca_topic_score_gemma":0.2643689,"domain_scores_codex":[0.9968764,0.0002206957,0.001279247,0.0002306853,0.0009936288,0.0003993798],"domain_scores_gemma":[0.996753,0.00009561585,0.0004381377,0.0001814025,0.00199656,0.0005353047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001958443,0.0002471038,0.7651642,0.0001726039,0.0001686268,0.0003440497,0.001172898,0.0001605347,0.001458343,0.000165499,0.2298369,0.0009133675],"study_design_scores_gemma":[0.001460227,0.00009706556,0.9447242,0.0001826133,0.0001812336,0.00001007365,0.0006818881,0.00006764621,0.0000135134,0.0003011573,0.0521172,0.0001632013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847675,0.01803771,0.00004180501,0.002840445,0.02705431,0.0002487063,0.00003354521,0.00001281904,0.0669632],"genre_scores_gemma":[0.986953,0.005073764,0.00006294737,0.0005159123,0.00533599,0.00000473177,0.0001131012,0.0000284584,0.001912129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2499526,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068374669331822,"score_gpt":0.3477337698408518,"score_spread":0.2970500231475336,"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."}}