{"id":"W4234580871","doi":"10.21203/rs.2.22809/v3","title":"Healthcare Providers’ Perspectives on Family Presence During Resuscitation in the Emergency Departments of the Kingdom of Bahrain","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Tunis; Royal College of Surgeons in Ireland; McGill University","keywords":"Health care; Resuscitation; Medical emergency; Business; Medicine; Emergency medicine; Political science; Law","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":[0.001609788,0.0001309597,0.0001354792,0.0003138653,0.001365824,0.0009564697,0.0002738655,0.0004118289,0.002492789],"category_scores_gemma":[0.004309076,0.0001439733,0.0001282813,0.0002814764,0.0007370766,0.0005203236,0.0009082443,0.0004899452,0.0001615806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674814,"about_ca_system_score_gemma":0.001861516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02577507,"about_ca_topic_score_gemma":0.04063192,"domain_scores_codex":[0.9985766,0.0008704487,0.0000826273,0.00005731909,0.0001157187,0.000297271],"domain_scores_gemma":[0.994972,0.001857373,0.001540546,0.00006774837,0.0005627993,0.0009995356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001890221,0.0001103784,0.7900504,0.0003197123,0.00003150255,0.00196221,0.1879711,0.0001115556,0.001835585,0.0002667302,0.002349515,0.01480236],"study_design_scores_gemma":[0.000008469814,0.0002134839,0.5167119,0.0002485954,0.0000163256,0.0008086568,0.4766324,0.0001045835,0.0002954239,0.00005406125,0.004885611,0.00002053088],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981257,0.0002877839,0.00003143058,0.0008950703,0.000011254,0.000003710011,0.00003511852,0.000001040142,0.0006088991],"genre_scores_gemma":[0.9994498,0.0002003568,0.00003401293,0.0001932547,0.000005913323,0.000003608859,0.00001104242,3.371323e-7,0.000101626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02577507,"threshold_uncertainty_score":0.0512501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3101140688780867,"score_gpt":0.5116882804070184,"score_spread":0.2015742115289317,"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."}}