{"id":"W2538556296","doi":"10.1111/resp.12906","title":"Clinical value of pulmonary hyperinflation as a treatment outcome in cystic fibrosis","year":2016,"lang":"en","type":"letter","venue":"Respirology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Cystic fibrosis; Hyperinflation; Value (mathematics); Intensive care medicine; Pulmonary fibrosis; Dynamic hyperinflation; Internal medicine; Lung; Lung volumes","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":[0.002022682,0.0002931332,0.0009246731,0.0006503087,0.0007406062,0.001602376,0.0004860436,0.005154686,0.001319666],"category_scores_gemma":[0.0193067,0.000141921,0.0003953714,0.0008221192,0.0009801558,0.001100861,0.0005052692,0.004738102,0.0006453309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181415,"about_ca_system_score_gemma":0.0008318773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008763324,"about_ca_topic_score_gemma":0.001763338,"domain_scores_codex":[0.9981015,0.0009537142,0.0002944463,0.0001274868,0.0003540477,0.0001687262],"domain_scores_gemma":[0.9902344,0.006401364,0.001157182,0.000235792,0.0008319073,0.00113946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003821213,0.0007544854,0.5949823,0.0003768147,0.0002757406,0.04445869,0.001178648,0.0007925518,0.002079108,0.008352982,0.2281574,0.1147701],"study_design_scores_gemma":[0.001197355,0.003329484,0.7182287,0.002011004,0.0005330857,0.07705237,0.003455721,0.01209738,0.002560108,0.04989227,0.1292125,0.0004300684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1995927,0.01813726,0.0006731902,0.7390198,0.01516024,0.00004527227,0.0004601183,0.00006165125,0.02684972],"genre_scores_gemma":[0.8706946,0.004470935,0.00094556,0.07415285,0.0457715,0.00007286054,0.0002191152,0.0000224118,0.003650205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005154686,"threshold_uncertainty_score":0.01069713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768434066542775,"score_gpt":0.4017601742122397,"score_spread":0.3540758335468119,"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."}}