{"id":"W4401728752","doi":"10.4187/respcare.11689","title":"Exploring the Parental Perspectives and Experiences With the Use of a Home Mechanical Insufflation-Exsufflation Device","year":2024,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Dalhousie University; Nova Scotia Health Authority; Izaak Walton Killam Health Centre","funders":"","keywords":"Exsufflation; Medicine; Insufflation; Context (archaeology); Intensive care medicine; Nursing; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004904156,0.0003613008,0.0003207493,0.0006044527,0.005382002,0.002484122,0.0008692569,0.001017103,0.002667535],"category_scores_gemma":[0.01203697,0.0004022704,0.0004258837,0.0006578637,0.003871232,0.002327286,0.002662309,0.001533367,0.0002126841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840206,"about_ca_system_score_gemma":0.003282404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03987272,"about_ca_topic_score_gemma":0.0449238,"domain_scores_codex":[0.9964375,0.002416527,0.0001364569,0.000168388,0.0003693214,0.0004718252],"domain_scores_gemma":[0.9933366,0.004361268,0.0006142633,0.0001629644,0.0007078553,0.0008170951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003612602,0.00001998694,0.009846432,0.00007529274,0.000005922729,0.001834579,0.9816216,0.0000254734,0.0004211403,0.0004950937,0.0005379367,0.00508054],"study_design_scores_gemma":[0.000002027259,0.00004257276,0.003817936,0.00008711861,0.000006145161,0.0006412141,0.9900779,0.00003272545,0.0001902154,0.00007051622,0.005018601,0.00001307937],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991625,0.0006766975,0.0008571651,0.002090656,0.00006875233,0.00003137383,0.00007916817,0.000009982262,0.004561146],"genre_scores_gemma":[0.9969155,0.0008642665,0.0005258369,0.000371434,0.00001828096,0.00002997785,0.00003364915,0.000008309192,0.001232724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03987272,"threshold_uncertainty_score":0.07928133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090886282382059,"score_gpt":0.397385559543551,"score_spread":0.1882969313053451,"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."}}