{"id":"W4402974316","doi":"10.1097/tp.0000000000005217","title":"Finding Baseline With One New Lung","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Baseline (sea); Lung; Medicine; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003270283,0.0004965665,0.001026076,0.001265547,0.001188642,0.003382177,0.001663565,0.003286382,0.01894076],"category_scores_gemma":[0.01635101,0.0003015156,0.0007337802,0.0006333801,0.001265544,0.003107686,0.002089636,0.005302408,0.007619577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430635,"about_ca_system_score_gemma":0.001558089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414577,"about_ca_topic_score_gemma":0.002936681,"domain_scores_codex":[0.9971987,0.000620802,0.0002494482,0.0007839727,0.0008783121,0.0002687034],"domain_scores_gemma":[0.9927234,0.002773344,0.001080417,0.0009024098,0.001146258,0.00137416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0007346596,0.0003734658,0.08841123,0.000671613,0.0002052234,0.009219879,0.000594551,0.0001518958,0.001988468,0.009934059,0.3389397,0.5487753],"study_design_scores_gemma":[0.0002077125,0.0009830211,0.04088875,0.003093401,0.0004406829,0.05126275,0.001756588,0.001105234,0.003870863,0.02084245,0.8753722,0.0001762932],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1013137,0.1317368,0.03972428,0.4638145,0.1234119,0.0007227147,0.003544585,0.00263203,0.1330995],"genre_scores_gemma":[0.4430647,0.06052512,0.02277036,0.3150593,0.09259546,0.0003905108,0.003324045,0.001098639,0.06117192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01894076,"threshold_uncertainty_score":0.06336313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506865218331028,"score_gpt":0.3120123211283954,"score_spread":0.2869436689450851,"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."}}