{"id":"W3141549970","doi":"10.1080/24745332.2021.1906187","title":"Long-term home noninvasive ventilation","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Ventilation (architecture); Noninvasive ventilation; Term (time); Intensive care medicine; Medicine; Respiratory failure; Mechanical ventilation; Anesthesia; Geography; Meteorology","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":[0.0005067764,0.0001604528,0.0003517347,0.0002153597,0.00055304,0.0008644068,0.0004433419,0.0004313954,0.005011359],"category_scores_gemma":[0.002117714,0.00003272463,0.0003670466,0.0003498893,0.0002073662,0.0004726359,0.0005456585,0.0007828757,0.001171975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006537676,"about_ca_system_score_gemma":0.0009788227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258143,"about_ca_topic_score_gemma":0.003920207,"domain_scores_codex":[0.9994951,0.00006710931,0.00005902382,0.00006065574,0.000221974,0.00009612544],"domain_scores_gemma":[0.9988075,0.0001849132,0.0003372562,0.00006260966,0.0003412858,0.0002664599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001218319,0.0007744582,0.1832446,0.002306105,0.0004980605,0.003304361,0.0003595777,0.0003275059,0.003724917,0.002211498,0.02007591,0.7819548],"study_design_scores_gemma":[0.0001928491,0.003660917,0.8085468,0.006159396,0.0008047303,0.01907651,0.0008759779,0.001264112,0.002803383,0.003648735,0.1528843,0.00008226245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4957005,0.3427925,0.01087014,0.0142246,0.003509703,0.0003486203,0.004103404,0.0004334117,0.1280171],"genre_scores_gemma":[0.9406971,0.03887944,0.001771653,0.004389341,0.002324758,0.000226373,0.002993611,0.00003891077,0.008678843],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005011359,"threshold_uncertainty_score":0.01676464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262624691974456,"score_gpt":0.308205576817185,"score_spread":0.2755793298974405,"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."}}