{"id":"W3033962939","doi":"10.1111/ajt.16115","title":"Surveys are sometimes most notable for what they do not tell us","year":2020,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Intensive care medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01570179,0.0008427977,0.001343714,0.001357738,0.007436164,0.006917678,0.001452263,0.05352157,0.01281323],"category_scores_gemma":[0.08986063,0.0008222117,0.0008036186,0.001371369,0.003625011,0.005896039,0.003018416,0.03025341,0.0116958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003013508,"about_ca_system_score_gemma":0.005295821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00565494,"about_ca_topic_score_gemma":0.01015783,"domain_scores_codex":[0.9817318,0.009055131,0.001737023,0.001320294,0.00377613,0.002379604],"domain_scores_gemma":[0.9272909,0.04370341,0.005898202,0.002194553,0.01138353,0.009529389],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002517769,0.00002064777,0.002341387,0.00003510583,0.000009286227,0.0009593329,0.0004893106,0.00001457379,0.0001477348,0.002843079,0.9866017,0.00651279],"study_design_scores_gemma":[0.00006065169,0.00006467346,0.004561806,0.0005952512,0.00002407272,0.002624341,0.004371868,0.0003602864,0.0002669382,0.01029754,0.9766865,0.00008613581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005720221,0.0002926081,0.0001668591,0.9832059,0.009506093,0.00001144211,0.0000325393,0.00003825751,0.00617442],"genre_scores_gemma":[0.002818352,0.0002441424,0.0001823283,0.9808956,0.009220506,0.00002447848,0.00001543166,0.00002808389,0.006571189],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9842982,"threshold_uncertainty_score":0.08304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835999168802486,"score_gpt":0.264229968650131,"score_spread":0.2458699769621062,"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."}}