{"id":"W1992635343","doi":"10.1097/aln.0b013e318263bccc","title":"Home Noninvasive Ventilation","year":2012,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University; Shriners Hospitals for Children - Canada; Montreal Children's Hospital","funders":"","keywords":"Medicine; Medical prescription; Noninvasive ventilation; Intensive care medicine; Standardization; Perioperative; International standardization; Medical emergency; Mechanical ventilation; Anesthesia; Nursing","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":[0.0003821684,0.0006985052,0.00113256,0.001481524,0.0003086236,0.0009416859,0.0008333622,0.001027323,0.006081718],"category_scores_gemma":[0.0008207826,0.0001548886,0.0006108822,0.0009268448,0.0004164151,0.000943062,0.0007095625,0.001261451,0.003182105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741657,"about_ca_system_score_gemma":0.0008738472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006684436,"about_ca_topic_score_gemma":0.0009199918,"domain_scores_codex":[0.9997173,0.00004868302,0.00004692377,0.00005914447,0.0001036338,0.00002417228],"domain_scores_gemma":[0.9997253,0.0001182486,0.00005569192,0.00001411288,0.00006429479,0.00002242161],"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":[0.00006544308,0.00007319513,0.0002934069,0.01384403,0.0001174551,0.0004672637,0.00004956585,0.0001356419,0.002199928,0.002457761,0.02242517,0.9578711],"study_design_scores_gemma":[0.00004000953,0.000172446,0.002526742,0.00689027,0.0001808316,0.01001694,0.00008874759,0.0001790596,0.001494799,0.002563237,0.975816,0.0000309329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002705707,0.9943363,0.00044951,0.0003109531,0.0003953493,0.00001327544,0.0000314924,0.00001839596,0.004174099],"genre_scores_gemma":[0.004739908,0.9909527,0.0007617954,0.0005558085,0.0006524821,0.00002916592,0.0001133129,0.000004860639,0.002189965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006081718,"threshold_uncertainty_score":0.02034539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09751808659548891,"score_gpt":0.3468342870656134,"score_spread":0.2493162004701245,"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."}}