{"id":"W3127671265","doi":"10.1016/j.resuscitation.2021.01.033","title":"Resuscitation and emergency care in drowning: A scoping review","year":2021,"lang":"en","type":"review","venue":"Resuscitation","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Vancouver Island University; University of British Columbia","funders":"","keywords":"Medicine; Resuscitation; Medical emergency; Emergency medical services; Intensive care; Emergency medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001389589,0.0002718478,0.001653737,0.000340883,0.00008032333,0.00000908108,0.00005669484,0.0003791957,0.00009758106],"category_scores_gemma":[0.002173134,0.0002481002,0.0002928294,0.0006922461,0.00003259287,0.0001235085,0.00003583738,0.0004405926,0.00002537437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684645,"about_ca_system_score_gemma":0.0004593641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001104681,"about_ca_topic_score_gemma":0.00006620049,"domain_scores_codex":[0.9968136,0.001053179,0.001193742,0.0005244141,0.000185797,0.0002292726],"domain_scores_gemma":[0.9985927,0.000329889,0.0005113265,0.0002890438,0.0002030275,0.00007398841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001081236,0.00001369173,0.0001010612,0.386426,0.00003955332,0.00002377694,0.0002104615,2.027121e-7,5.490882e-7,0.0002857345,0.0007285207,0.6121596],"study_design_scores_gemma":[0.0002556253,0.00009586722,0.0002988611,0.8769395,0.001015406,0.00003661562,0.0000890413,0.000003335733,3.248563e-7,0.0001593905,0.1208764,0.0002296429],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002252313,0.9956937,0.00006851582,0.0001959685,0.0004612076,0.002218544,0.000009307364,0.00003092235,0.001299288],"genre_scores_gemma":[0.00001062013,0.9964243,0.0008709711,0.00009445176,0.000152424,0.0002731776,0.001960934,0.00003121021,0.0001818982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.61193,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08508549177976282,"score_gpt":0.452660876608153,"score_spread":0.3675753848283902,"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."}}