{"id":"W3001511176","doi":"10.1111/ajt.15790","title":"Histopathologic and radiologic assessment of nontransplanted donor lungs","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"KU Leuven; Fonds Wetenschappelijk Onderzoek","keywords":"Medicine; Pathology; Radiology","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":[0.002396716,0.0003114568,0.0003156351,0.001981054,0.0002295161,0.0005753938,0.0003241768,0.0002906509,0.001508305],"category_scores_gemma":[0.002018289,0.000173268,0.000306705,0.000555134,0.0005064133,0.0004501218,0.0003528277,0.0002250296,0.000419289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648591,"about_ca_system_score_gemma":0.0004016858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005936713,"about_ca_topic_score_gemma":0.001273679,"domain_scores_codex":[0.9989263,0.0002407817,0.0002038925,0.0001565088,0.0003709407,0.0001015599],"domain_scores_gemma":[0.9979206,0.0003626909,0.000560712,0.0002614707,0.0006744985,0.0002201626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004342337,0.0001070488,0.902059,0.0001793069,0.0000450497,0.002835409,0.0001927147,0.0002161002,0.07569484,0.00009252418,0.0001261573,0.01801764],"study_design_scores_gemma":[0.00001331684,0.0005525925,0.9471473,0.00004365659,0.00007775676,0.01115506,0.0005569571,0.0008385355,0.03779886,0.0001145951,0.001686167,0.0000151422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931942,0.002462544,0.001973044,0.00003638998,0.00002842096,0.00006102952,0.0002642087,0.00003749031,0.001942644],"genre_scores_gemma":[0.9960134,0.0008044762,0.002244718,0.00003628796,0.00001524852,0.00001865383,0.0002940928,0.000009051354,0.00056426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002396716,"threshold_uncertainty_score":0.01267523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963226412387057,"score_gpt":0.3200831138795359,"score_spread":0.3004508497556653,"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."}}