{"id":"W4310569676","doi":"10.1007/s12630-022-02361-7","title":"Factors influencing the implementation of a ventilation weaning protocol in an adult intensive care unit: a qualitative multidisciplinary evaluation","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Multidisciplinary approach; Protocol (science); Intensive care unit; Weaning; Intensive care medicine; Ventilation (architecture); Qualitative research; Medicine; Internal medicine; Engineering; Sociology; Pathology; Alternative medicine; Mechanical engineering","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":[0.04223046,0.0005217703,0.0009247102,0.001404321,0.01091709,0.004446076,0.002869008,0.002279226,0.001793724],"category_scores_gemma":[0.06942576,0.001070599,0.0007022781,0.001268643,0.005914242,0.003107869,0.005071826,0.004586613,0.0001945223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0137651,"about_ca_system_score_gemma":0.02727259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623739,"about_ca_topic_score_gemma":0.03158695,"domain_scores_codex":[0.9698896,0.02322092,0.001368475,0.00106194,0.00155753,0.002901597],"domain_scores_gemma":[0.919686,0.05926163,0.005296312,0.001142401,0.007312424,0.007301153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007300935,0.0003924025,0.01067616,0.0003007869,0.00001566028,0.0003158159,0.9806296,0.00007020591,0.0006066601,0.0004020452,0.0003244917,0.006193078],"study_design_scores_gemma":[0.00001382506,0.0002426255,0.006991815,0.0003229359,0.00001286101,0.00008963638,0.9894121,0.0001516587,0.000312598,0.0001404459,0.00227385,0.00003553201],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938889,0.0002180033,0.001576821,0.002132594,0.00006046687,0.0007201831,0.00009638631,0.00001293387,0.001293857],"genre_scores_gemma":[0.9928786,0.0003930687,0.003494006,0.001139536,0.00001641253,0.001058408,0.00007176618,0.00002157645,0.0009266461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04223046,"threshold_uncertainty_score":0.2233387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019504165645503,"score_gpt":0.4044223697877288,"score_spread":0.3024719532231785,"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."}}