{"id":"W4406324090","doi":"10.1089/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":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"IWK Health Centre","keywords":"Exsufflation; Medicine; Insufflation; Anesthesia; Intensive care medicine","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":[0.005323949,0.0003992824,0.0004111211,0.000668243,0.005313445,0.002579153,0.0009345244,0.001003027,0.002251541],"category_scores_gemma":[0.01341242,0.0004395896,0.0004248569,0.0006764219,0.003988357,0.002128193,0.002732604,0.001655058,0.0001955626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065646,"about_ca_system_score_gemma":0.003368115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04168224,"about_ca_topic_score_gemma":0.04987232,"domain_scores_codex":[0.9962249,0.002492118,0.0001449772,0.000185644,0.0004880775,0.0004641926],"domain_scores_gemma":[0.9920897,0.005131056,0.0007037696,0.000181663,0.00093955,0.0009542497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004230788,0.00002077317,0.01126023,0.00007689229,0.000007022538,0.002564853,0.9786165,0.00003265511,0.0004553461,0.0004762051,0.0005014581,0.005945736],"study_design_scores_gemma":[0.000002204983,0.00005727804,0.005144784,0.0001066483,0.000008704393,0.0010768,0.9874256,0.00004988662,0.0002076697,0.00008185497,0.005821318,0.00001727767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922217,0.0009645832,0.0008946091,0.001855019,0.00006497299,0.00002758591,0.00006994411,0.00001021856,0.003891308],"genre_scores_gemma":[0.9967361,0.001194785,0.0005073272,0.0003234714,0.00001765522,0.00002264382,0.0000334858,0.000009721744,0.00115469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168224,"threshold_uncertainty_score":0.08287925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2886854573907819,"score_gpt":0.4204414481372872,"score_spread":0.1317559907465053,"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."}}