{"id":"W4385955474","doi":"10.1183/23120541.00282-2023","title":"Computed tomography reveals hypertrophic remodelling of the diaphragm in cystic fibrosis but not in COPD","year":2023,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Cystic Fibrosis Canada; McGill University","keywords":"Medicine; COPD; Diaphragm (acoustics); Spirometry; Quantitative computed tomography; Internal medicine; Respiratory system; Cardiology; Skeletal muscle; Pathology; Gastroenterology; Radiology; Osteoporosis; Bone density; Asthma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004836727,0.000309093,0.0003469056,0.0008219167,0.0002519457,0.0003335617,0.0002208886,0.0006198785,0.001994306],"category_scores_gemma":[0.002034047,0.0002405605,0.0001910089,0.0003757693,0.0005729735,0.000272679,0.0003556786,0.0002788784,0.0001822793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109279,"about_ca_system_score_gemma":0.0001473629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157458,"about_ca_topic_score_gemma":0.002221398,"domain_scores_codex":[0.9997293,0.00006276499,0.00003025756,0.00006064491,0.00005992414,0.0000569741],"domain_scores_gemma":[0.9988187,0.00036211,0.0004036489,0.00006994483,0.0001093365,0.0002363213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004238116,0.00002234604,0.9830697,0.00002744561,0.0000272339,0.002177743,0.0001072371,0.00006047898,0.01216112,0.00002160877,0.00007722708,0.001824104],"study_design_scores_gemma":[0.000003694762,0.0000592936,0.9964675,0.000005733972,0.000009297733,0.003005539,0.00004862613,0.0001154809,0.0002413679,0.00001105472,0.00003112146,0.000001422165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999198,0.0003052647,0.0001184653,0.00002877547,0.000003694905,0.000004946168,0.00005049154,0.000004490149,0.0002858664],"genre_scores_gemma":[0.9997919,0.00004710838,0.00006050953,0.00001484641,0.000005200846,0.000001829315,0.00004152204,9.578869e-7,0.00003616561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157458,"threshold_uncertainty_score":0.006671667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105739952411478,"score_gpt":0.4031062301038284,"score_spread":0.2973662776923504,"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."}}