{"id":"W4220702108","doi":"10.1111/ctr.14650","title":"Mismatched perfusion defects on routine ventilation‐perfusion scans after lung transplantation","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perfusion; Log-rank test; Lung transplantation; Perfusion scanning; Survival analysis; Lung; Transplantation; Internal medicine; Radiology; Surgery; Cardiology","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":[0.001088402,0.0002044365,0.0002288887,0.000827859,0.0002883097,0.0005836132,0.0003079923,0.0004534441,0.001661177],"category_scores_gemma":[0.005673175,0.0001832173,0.0001706728,0.0004178474,0.0005247068,0.0004902623,0.0005540483,0.0004293693,0.0001716543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475036,"about_ca_system_score_gemma":0.0002771132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007292419,"about_ca_topic_score_gemma":0.0008848711,"domain_scores_codex":[0.9993012,0.0001216638,0.0001196513,0.0001207299,0.0001708433,0.0001659965],"domain_scores_gemma":[0.9952918,0.001810568,0.001928938,0.0001954519,0.0002532742,0.0005199164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001540996,0.00001379858,0.9964336,0.000005490658,0.000008435544,0.001327765,0.0000583629,0.0000254781,0.0008240286,0.00001245951,0.00002171521,0.001114675],"study_design_scores_gemma":[0.00001092445,0.0002636311,0.9806307,0.000009181661,0.00002285297,0.01720492,0.0002189845,0.0003294181,0.001163523,0.00005229256,0.00008872922,0.000004871463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996837,0.00008641843,0.00006210084,0.00001294067,0.000001558047,0.000002534904,0.00001428645,0.000001994255,0.0001344159],"genre_scores_gemma":[0.9999249,0.00001075236,0.00002863395,0.000007109931,0.000003197017,9.39775e-7,0.0000133067,5.948833e-7,0.00001050625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001661177,"threshold_uncertainty_score":0.00575608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04257998907024176,"score_gpt":0.3769290196305287,"score_spread":0.334349030560287,"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."}}