{"id":"W4306835690","doi":"10.2196/preprints.43602","title":"Canadian Pediatric Intensive Care Adaptations for Critically Ill Adults During the COVID-19 Pandemic: Survey Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Intensive care; Critically ill; Autonomy; Medicine; MEDLINE; Family medicine; Psychology; Medical emergency; Intensive care medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001885145,0.0002806302,0.0003253871,0.001108478,0.002208036,0.001129078,0.001176252,0.0005091803,0.003886684],"category_scores_gemma":[0.006460768,0.000366632,0.0004809952,0.005668621,0.0005306076,0.0007565572,0.0009353086,0.0008485977,0.0003595529],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02761649,"about_ca_system_score_gemma":0.04684529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881293,"about_ca_topic_score_gemma":0.9935772,"domain_scores_codex":[0.9982924,0.0001655316,0.0001667176,0.0001822484,0.000743934,0.0004491837],"domain_scores_gemma":[0.9953199,0.0003318046,0.001105212,0.0001094455,0.002098256,0.001035397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005929431,0.00005205091,0.9695843,0.0003393631,0.00003181211,0.0001048166,0.005256264,0.00005411076,0.00009203181,0.0001859677,0.01629885,0.007941105],"study_design_scores_gemma":[0.000006781138,0.00002176725,0.9926616,0.00008595177,0.000008084396,0.00003023147,0.00466087,0.00005833836,0.00002450726,0.000007342347,0.002426075,0.000008394865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622426,0.001179765,0.0001847494,0.00370155,0.00006672674,0.000537005,0.02396147,0.00002556562,0.008100432],"genre_scores_gemma":[0.9881057,0.001996384,0.00050769,0.001567927,0.00003667256,0.0003157598,0.005759818,0.00001243944,0.00169758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9723835,"threshold_uncertainty_score":0.2003726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517340733315429,"score_gpt":0.4483641571292854,"score_spread":0.2966300837977425,"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."}}