{"id":"W4225324971","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a3985","title":"\"Lo and Behold, a Pandemic, Right?\" A Virtual Care and Remote Monitoring Program for Individuals Using Long-Term Home Mechanical Ventilation - Patients' Respond","year":2022,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Kingston Health Sciences Centre; Hospital for Sick Children","funders":"","keywords":"Behold; Term (time); Mechanical ventilation; Long-term care; Pandemic; Ventilation (architecture); Computer science; Medicine; Coronavirus disease 2019 (COVID-19); Engineering; Nursing; History; Mechanical engineering","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":[0.002075529,0.0003766783,0.0001898964,0.0002362752,0.004664768,0.002141054,0.0007209108,0.004257527,0.01863459],"category_scores_gemma":[0.007929212,0.0002263418,0.0004018398,0.0001237002,0.0010741,0.002304266,0.002316561,0.007571055,0.002622863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736921,"about_ca_system_score_gemma":0.004948756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00874973,"about_ca_topic_score_gemma":0.03644764,"domain_scores_codex":[0.9990422,0.0004893561,0.00003951527,0.0000805555,0.000175651,0.0001726532],"domain_scores_gemma":[0.9973421,0.0006978186,0.0001262501,0.00006304161,0.0004386535,0.001332292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001627155,0.0005801701,0.007063815,0.0001600477,0.00002066274,0.0005962971,0.0039644,0.00007429223,0.0007457618,0.002625799,0.890596,0.09340994],"study_design_scores_gemma":[0.0006116048,0.00105233,0.02690205,0.001299794,0.0001611416,0.002086548,0.06127445,0.0006417576,0.002051508,0.006720747,0.8970112,0.0001869114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02304094,0.002816645,0.001128227,0.9366077,0.01328269,0.0001535403,0.0001492357,0.0002091965,0.02261184],"genre_scores_gemma":[0.1107046,0.004148551,0.002201442,0.8114281,0.003605993,0.0002317883,0.0001355328,0.0001011485,0.06744285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01863459,"threshold_uncertainty_score":0.06233889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522560210018624,"score_gpt":0.3258034216054287,"score_spread":0.2905778195052425,"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."}}