{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004056842,0.001609653,0.005752253,0.009849563,0.0005852833,0.003876928,0.001497566,0.003098451,0.006777448],"category_scores_gemma":[0.01611881,0.00114414,0.004820419,0.01041647,0.0009536416,0.002811715,0.002246626,0.002327511,0.0006820256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274879,"about_ca_system_score_gemma":0.009558149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132945,"about_ca_topic_score_gemma":0.03442284,"domain_scores_codex":[0.9976497,0.0005678257,0.0009440841,0.0002586697,0.0004434778,0.0001362797],"domain_scores_gemma":[0.9894848,0.007977647,0.001598987,0.00009775037,0.0006871162,0.0001537213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001176115,0.00004695185,0.0005217755,0.8297163,0.002838654,0.0001235954,0.000219194,0.0001836657,0.0001478061,0.0006578682,0.006284093,0.1591425],"study_design_scores_gemma":[0.00009761779,0.00008009889,0.002032571,0.9188351,0.01459237,0.0003379294,0.0002849369,0.00007342271,0.00006690974,0.0004960027,0.06306688,0.00003620006],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000669189,0.9995529,0.00002754845,0.00009564907,0.00007465372,0.00002047655,0.0000408998,0.000001803565,0.0001190313],"genre_scores_gemma":[0.0005449125,0.9991003,0.00008260932,0.0001523167,0.00004001055,0.00001954777,0.00002330916,8.220081e-7,0.00003617966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0132945,"threshold_uncertainty_score":0.02643418,"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."}}