{"id":"W2316681866","doi":"10.4187/respcare.03609","title":"Home Mechanical Ventilation in Canada: A National Survey","year":2015,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; West Park Healthcare Centre; Vancouver Coastal Health; London Health Sciences Centre; Ontario Tech University; Children's Hospital of Eastern Ontario; Ottawa Hospital; Health Sciences Centre; Toronto East General Hospital; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mechanical ventilation; Ventilation (architecture); Intensive care medicine; Emergency medicine; Anesthesia; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001064342,0.0002703819,0.0004422684,0.001536622,0.001834405,0.0009290834,0.001139074,0.0004306698,0.00156239],"category_scores_gemma":[0.002558699,0.0003234787,0.000484323,0.005883854,0.0004358686,0.0004624047,0.0009957687,0.0006653351,0.0003255634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02960681,"about_ca_system_score_gemma":0.04288479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945953,"about_ca_topic_score_gemma":0.9951231,"domain_scores_codex":[0.9983305,0.00009413105,0.0001274789,0.0001583538,0.00089811,0.0003914459],"domain_scores_gemma":[0.9964982,0.0001209446,0.0004159372,0.00006265409,0.002215661,0.0006865444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002726891,0.00004183688,0.9862571,0.0001573334,0.0000344308,0.00007488735,0.0005537074,0.0000816498,0.0001009628,0.00008157595,0.006254639,0.006334411],"study_design_scores_gemma":[0.000004536282,0.00001348158,0.996819,0.00006425508,0.00001224026,0.00004493087,0.0007713776,0.0002126218,0.00002695268,0.00001459044,0.002009568,0.000006459826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190414,0.002745556,0.0005000151,0.002803904,0.0000488181,0.0003559539,0.06393901,0.00008192134,0.01048339],"genre_scores_gemma":[0.9790411,0.002644229,0.0008629124,0.001229711,0.00001764918,0.0001505611,0.01433117,0.00001621663,0.001706402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960681,"threshold_uncertainty_score":0.2148134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0960648668948237,"score_gpt":0.3120910104345104,"score_spread":0.2160261435396867,"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."}}