{"id":"W4391644078","doi":"10.5737/23688653-34415","title":"Best Practice in Prolonged Mechanical Ventilation: A Qualitative Study of Healthcare Provider Perspectives","year":2023,"lang":"en","type":"article","venue":"The Canadian journal of critical care nursing","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanical ventilation; Qualitative research; Health care; Medicine; Best practice; Nursing; Intensive care medicine; Sociology; Anesthesia; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02641995,0.0005727829,0.0008670118,0.002037908,0.01222135,0.005523458,0.002084755,0.002312627,0.00329326],"category_scores_gemma":[0.03665256,0.0009428827,0.0004380669,0.002550276,0.01227682,0.005491303,0.006572062,0.004048022,0.0002947103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01190026,"about_ca_system_score_gemma":0.01378217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03009108,"about_ca_topic_score_gemma":0.03644507,"domain_scores_codex":[0.9726579,0.02166388,0.0006641561,0.0009893366,0.001414436,0.002610242],"domain_scores_gemma":[0.9395704,0.05013797,0.002685837,0.0007837626,0.003728934,0.003093119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001247817,0.00001701467,0.0008122948,0.00008452464,0.000001752332,0.0002600247,0.9966479,0.00001804385,0.0001760323,0.0005833396,0.0002181062,0.001168455],"study_design_scores_gemma":[0.0000030848,0.00001588609,0.0003674099,0.000134516,0.00000151905,0.00008331977,0.9964107,0.00004181614,0.00008609868,0.0001219693,0.002728707,0.000004980433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774472,0.001323877,0.005254153,0.007314644,0.0001480153,0.000597631,0.000313177,0.00002383542,0.007577497],"genre_scores_gemma":[0.9919305,0.001301803,0.002130439,0.001603202,0.00003388463,0.0006579422,0.00007993601,0.00002967162,0.002232485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009108,"threshold_uncertainty_score":0.1397237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07223303466021862,"score_gpt":0.4470703693737722,"score_spread":0.3748373347135536,"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."}}