{"id":"W4402971106","doi":"10.4037/ccn2024247","title":"Nursing Care After Endobronchial Valve Placement: Optimizing Patient Recovery and Outcomes","year":2024,"lang":"en","type":"article","venue":"Critical Care Nurse","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Intensive care medicine; MEDLINE; 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":[0.005516466,0.0004503053,0.00109571,0.0007112497,0.001425477,0.002806174,0.001436266,0.004988098,0.008283611],"category_scores_gemma":[0.06022787,0.0001598685,0.001364942,0.0007445091,0.001323595,0.004697251,0.003213492,0.005523861,0.001948398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003305909,"about_ca_system_score_gemma":0.007029773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005568333,"about_ca_topic_score_gemma":0.009777188,"domain_scores_codex":[0.9968253,0.001283198,0.0004279642,0.0002407049,0.0006196406,0.0006033088],"domain_scores_gemma":[0.9758306,0.007980928,0.004987116,0.0005647514,0.005431599,0.00520498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004519897,0.0006590287,0.02523137,0.004710925,0.0003479474,0.0005496066,0.0009994004,0.0006337653,0.0001841526,0.005737818,0.4915128,0.4689812],"study_design_scores_gemma":[0.001747653,0.005188817,0.1874839,0.09826276,0.001275478,0.005931384,0.01548858,0.003995685,0.001153562,0.07876158,0.5999588,0.000751835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01069571,0.04402278,0.001869886,0.9216034,0.011996,0.0001393956,0.0005778758,0.0001279733,0.008966938],"genre_scores_gemma":[0.2858136,0.1805247,0.01827977,0.4736458,0.03305017,0.001038566,0.001971452,0.0002246712,0.005451385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008283611,"threshold_uncertainty_score":0.02917421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337147564880313,"score_gpt":0.3360330488640465,"score_spread":0.3226615732152434,"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."}}