{"id":"W3156908458","doi":"10.1111/ctr.14315","title":"Atelectasis in primary graft dysfunction survivors after lung transplantation","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Atelectasis; Lung; Lung transplantation; Pulmonary function testing; Lung volumes; Transplantation; Internal medicine; Radiology; Urology","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":[0.0004836941,0.0002151028,0.0003340967,0.000628825,0.0003376403,0.000576982,0.0002418027,0.0003639102,0.001298137],"category_scores_gemma":[0.001439403,0.000139668,0.0002965344,0.0006577671,0.0003387286,0.0003648669,0.0004690787,0.0005566815,0.0001682721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953708,"about_ca_system_score_gemma":0.0004071215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170927,"about_ca_topic_score_gemma":0.001940455,"domain_scores_codex":[0.9997146,0.00005474431,0.00003758508,0.00005356906,0.00005927372,0.00008031505],"domain_scores_gemma":[0.9985097,0.0001797775,0.0008037115,0.00005109502,0.00009942573,0.0003563643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004318977,0.00001007172,0.9993735,0.00000346422,0.000005992226,0.00008756315,0.00002216459,0.000006767152,0.00005973293,0.000002338413,0.00001555373,0.0003696165],"study_design_scores_gemma":[0.000002390897,0.000130874,0.9988213,0.000004271705,0.000009250221,0.0007718247,0.0001080455,0.00004977879,0.00004884122,0.00001033271,0.00004166323,0.000001424475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996459,0.0001473395,0.00002111576,0.0000166399,0.000002358961,0.000002994726,0.00005704051,0.000001286589,0.0001051703],"genre_scores_gemma":[0.999832,0.00004256557,0.00001312355,0.000008891243,0.000006181697,0.000002125822,0.00006880648,3.308204e-7,0.00002603041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00170927,"threshold_uncertainty_score":0.004342675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366121757782986,"score_gpt":0.367059282978501,"score_spread":0.3304471072002024,"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."}}