{"id":"W1935388689","doi":"10.1183/09031936.00010615","title":"Linking clinical phenotypes of chronic lung allograft dysfunction to changes in lung structure","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; KU Leuven; International Society for Heart and Lung Transplantation","keywords":"Bronchiolitis obliterans; Lung; Pathology; Lung transplantation; Histopathology; Connective tissue; Medicine; Bronchiolitis; Air space; Interstitial space; Transplantation; Lung volumes; Anatomy; Respiratory system; Internal medicine","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":[0.0005267466,0.0001876158,0.0002207901,0.0004994653,0.0001928747,0.0003107791,0.000146596,0.0002146588,0.001310279],"category_scores_gemma":[0.0006719938,0.00008631582,0.00009571144,0.0001709091,0.000492198,0.0002290847,0.0003818534,0.00024309,0.0001361412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353046,"about_ca_system_score_gemma":0.0001351732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975533,"about_ca_topic_score_gemma":0.0003269824,"domain_scores_codex":[0.9997632,0.00008325688,0.00002769081,0.00003957483,0.00004423662,0.00004206191],"domain_scores_gemma":[0.999246,0.0001444981,0.0002957377,0.00005809071,0.00006906243,0.0001866294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001338981,0.0001763464,0.9384973,0.00005180511,0.00003367392,0.001474275,0.0001675195,0.0001091607,0.04908192,0.00009536646,0.00008760812,0.008886059],"study_design_scores_gemma":[0.00001809325,0.001055166,0.9870402,0.00001254863,0.00002200062,0.00662814,0.0002603512,0.0002199803,0.004410754,0.00008031239,0.0002484016,0.000003944562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989555,0.0002650723,0.0002925709,0.0000190976,0.000003161087,0.000008694511,0.00003440045,0.000004595838,0.0004168072],"genre_scores_gemma":[0.9997085,0.00005429123,0.0001028031,0.000007758722,0.000003949201,0.000004404752,0.0000502741,8.080742e-7,0.00006734716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310279,"threshold_uncertainty_score":0.004383326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408947787380465,"score_gpt":0.376602972114986,"score_spread":0.3025134942411813,"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."}}