{"id":"W4321487144","doi":"10.1016/j.heliyon.2023.e13910","title":"Medical emergencies in dental practice: A nationwide web-based survey of Italian dentists","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Association of Optometrists","keywords":"Preparedness; Medicine; Population; Psychological intervention; Family medicine; Medical emergency; Nursing; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483093,0.0002053827,0.0003078593,0.001279205,0.0002969857,0.0007229208,0.0003363437,0.0005359416,0.002050894],"category_scores_gemma":[0.004267045,0.0002809504,0.0003799339,0.001371118,0.0002935662,0.0005269586,0.0007637984,0.0004667871,0.0006436786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757191,"about_ca_system_score_gemma":0.000652406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007161521,"about_ca_topic_score_gemma":0.008043378,"domain_scores_codex":[0.9989266,0.0002780173,0.0001513702,0.0001490569,0.0003027627,0.0001922651],"domain_scores_gemma":[0.9965568,0.0005361286,0.001967988,0.0001359981,0.0002907488,0.000512367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003021894,0.00009083281,0.9955374,0.00006568668,0.00001681498,0.00008379603,0.0007485519,0.00001530242,0.0001571856,0.00001161645,0.0006479369,0.002594625],"study_design_scores_gemma":[0.000004389098,0.00005012711,0.9987715,0.00001744828,0.000005077992,0.0001039666,0.00056989,0.00003746525,0.00001003425,0.000002601889,0.000425473,0.000001946991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972852,0.000261867,0.00003888381,0.0002640201,0.000009203586,0.00006426907,0.0008400293,0.000005157046,0.001231392],"genre_scores_gemma":[0.997901,0.000483396,0.0001726,0.0002305508,0.00003489737,0.00009527768,0.0008075442,0.000003512969,0.0002714022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007161521,"threshold_uncertainty_score":0.01423967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433809960083374,"score_gpt":0.3483448548380537,"score_spread":0.3240067552372199,"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."}}