{"id":"W2414937540","doi":"","title":"Improving survival outcomes in lung transplant recipients through early detection of bronchiolitis obliterans: Daily home spirometry versus standard pulmonary function testing.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Victoria General Hospital","funders":"","keywords":"Spirometry; Bronchiolitis obliterans; Medicine; Pulmonary function testing; Lung transplantation; Randomized controlled trial; Intensive care medicine; Internal medicine; Lung; Physical therapy; Asthma","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":[0.005099296,0.0007175506,0.006597996,0.003904695,0.0002946378,0.001914857,0.001005175,0.001980544,0.002727647],"category_scores_gemma":[0.01679068,0.0005083837,0.007256269,0.00298898,0.000535588,0.001361626,0.0006565502,0.001128615,0.0002026949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154185,"about_ca_system_score_gemma":0.003770503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810404,"about_ca_topic_score_gemma":0.007525991,"domain_scores_codex":[0.9967325,0.001276557,0.001081855,0.0003045446,0.0004905339,0.0001140524],"domain_scores_gemma":[0.9879262,0.00880102,0.002470252,0.00008503729,0.000540086,0.0001774328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002453272,0.00008746843,0.001650752,0.8917499,0.01870218,0.0001258374,0.000116852,0.0001364471,0.0004846371,0.0002199021,0.0008038417,0.08346888],"study_design_scores_gemma":[0.006921321,0.003553156,0.0172169,0.7040603,0.2529361,0.0006752461,0.0004664842,0.0003360605,0.0006765469,0.000625762,0.01246076,0.00007141845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002676346,0.9966606,0.00003747935,0.0002188305,0.00008914762,0.00009858402,0.00007385391,0.000003361006,0.0001418364],"genre_scores_gemma":[0.05898758,0.9384747,0.0006875938,0.0009250168,0.0002280253,0.0003912523,0.000163006,0.000004593165,0.0001382938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006597996,"threshold_uncertainty_score":0.026968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034545899208174,"score_gpt":0.2684377177119166,"score_spread":0.2338918185037426,"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."}}