{"id":"W2163507775","doi":"10.1681/asn.2011040402","title":"Trials and Tribulations of New Agents, Novel Biomarkers, and Retarding Renal Progression","year":2011,"lang":"en","type":"letter","venue":"Journal of the American Society of Nephrology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine; 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":[0.0132653,0.0006903497,0.002100385,0.0008100268,0.0005631885,0.001870029,0.001127755,0.002874129,0.006647602],"category_scores_gemma":[0.01187971,0.0002566516,0.002365685,0.0007682754,0.001049219,0.001820176,0.0006641586,0.002491112,0.0006878001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801106,"about_ca_system_score_gemma":0.001746891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895903,"about_ca_topic_score_gemma":0.0008183378,"domain_scores_codex":[0.994296,0.003968059,0.0006164148,0.0003539606,0.0005426769,0.000222909],"domain_scores_gemma":[0.9940115,0.003113109,0.001056371,0.0004965648,0.000545203,0.000777236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2518214,0.01131309,0.003438455,0.01466817,0.003947896,0.0002461656,0.0003714098,0.001307173,0.009179414,0.01207919,0.01704247,0.6745852],"study_design_scores_gemma":[0.4778377,0.2898542,0.01034206,0.01013583,0.004623143,0.0004755285,0.0004122962,0.002157802,0.008302084,0.0154508,0.1802809,0.00012765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.2678244,0.6225476,0.009503736,0.03692093,0.01482739,0.01695347,0.002180586,0.0003594237,0.0288823],"genre_scores_gemma":[0.624422,0.2751411,0.02197314,0.03728417,0.01156469,0.01705977,0.001611267,0.0001051033,0.0108388],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0132653,"threshold_uncertainty_score":0.07015443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05928948535038814,"score_gpt":0.3304767047550229,"score_spread":0.2711872194046348,"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."}}