{"id":"W4327713681","doi":"10.1016/j.healun.2023.02.1495","title":"Early posttransplant reductions in club cell secretory protein associate with future risk for chronic allograft dysfunction in lung recipients: results from a multicenter study","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Bronchoalveolar lavage; Medicine; Lung transplantation; Lung; Transplantation; Internal medicine; Gastroenterology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638734,0.0001603329,0.0003319688,0.0003144996,0.0001450868,0.00002184112,0.00005949475,0.00009488196,0.000004582865],"category_scores_gemma":[0.00001724047,0.0001037716,0.00007686618,0.000334154,0.00003170137,0.0002222596,0.00000250344,0.0004777017,9.245661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093235,"about_ca_system_score_gemma":0.00009134227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000795037,"about_ca_topic_score_gemma":0.00187182,"domain_scores_codex":[0.9982155,0.0004414272,0.0006125834,0.0001847004,0.0002988424,0.0002469794],"domain_scores_gemma":[0.9990641,0.000414038,0.000244385,0.0001119693,0.00009685163,0.00006859832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04953019,0.0005856013,0.8293133,0.0006460728,0.0004211395,0.0001905376,0.06470283,0.001370256,0.05226123,0.000003860592,0.0001211815,0.000853826],"study_design_scores_gemma":[0.01960214,0.001391854,0.9705997,0.0008691098,0.001060639,0.00005153969,0.003443318,0.001028885,0.001761385,0.00002338904,0.00004508064,0.000122987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946966,0.0004052943,0.001570231,0.001273847,0.0003052535,0.001493969,0.0002251127,0.00002215695,0.000007536057],"genre_scores_gemma":[0.9958458,0.001745719,0.001839843,0.00003542553,0.0002686064,0.00003474877,0.0001481549,0.00002180702,0.0000599057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412864,"threshold_uncertainty_score":0.4231682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298895489046762,"score_gpt":0.2881581650392764,"score_spread":0.2751692101488088,"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."}}