{"id":"W3158181879","doi":"10.1503/cmaj.202584","title":"A virtual care innovation for home mechanical ventilation","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Kingston Health Sciences Centre; Hospital for Sick Children","funders":"","keywords":"Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Pandemic; Ventilation (architecture); Key (lock); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Nursing; Computer science; Engineering; Disease; Operating system; Mechanical engineering; Virology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003865767,0.0004803178,0.0002105678,0.0005672067,0.002374014,0.00517623,0.0019142,0.002763744,0.05508902],"category_scores_gemma":[0.008964359,0.0001911149,0.0008362461,0.0003062971,0.00188505,0.005053835,0.008928253,0.00386069,0.008228502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751465,"about_ca_system_score_gemma":0.003729992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532669,"about_ca_topic_score_gemma":0.002831823,"domain_scores_codex":[0.9965327,0.001519733,0.0001229993,0.0002968804,0.001094065,0.0004336762],"domain_scores_gemma":[0.9915518,0.001712139,0.0003435616,0.0005400745,0.0009778109,0.00487461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002125438,0.000637369,0.003893076,0.0004720309,0.00004618706,0.0005915666,0.001911049,0.000924437,0.001229823,0.08139221,0.5068934,0.4017963],"study_design_scores_gemma":[0.0001145439,0.000578584,0.002901574,0.0006074856,0.00003340869,0.001205518,0.002055383,0.002747593,0.0008718941,0.03368706,0.9551278,0.00006906695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04132717,0.008452611,0.09180892,0.3526689,0.02213622,0.0007148836,0.001010521,0.005807519,0.4760733],"genre_scores_gemma":[0.5575943,0.01046966,0.1357865,0.07242237,0.01269627,0.001218783,0.001551495,0.0009477907,0.2073129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05508902,"threshold_uncertainty_score":0.1842911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386739839097918,"score_gpt":0.2671413364271584,"score_spread":0.2532739380361793,"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."}}