{"id":"W4406337745","doi":"10.1002/art.43111","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"Arthritis & Rheumatology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"McMaster University; Johns Hopkins University; Vagelos College of Physicians and Surgeons, Columbia University; Irving Medical Center, Columbia University; University of Pennsylvania","keywords":"Certainty; Computer science; Internet privacy; Computer network; Information retrieval; Mathematics","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":[0.002057706,0.0006912783,0.0007257602,0.000568748,0.00258188,0.002135024,0.001442968,0.02831456,0.02366291],"category_scores_gemma":[0.01694317,0.0004710354,0.0007669536,0.00051467,0.001621366,0.00191482,0.001224002,0.01706791,0.01634192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163835,"about_ca_system_score_gemma":0.002633576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657236,"about_ca_topic_score_gemma":0.003078156,"domain_scores_codex":[0.9982742,0.0005445199,0.0001672863,0.0001934771,0.0005262389,0.000294271],"domain_scores_gemma":[0.9959627,0.001659282,0.0002976237,0.0001259694,0.001403763,0.0005506843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000319926,0.00001135261,0.0005217984,0.00002942598,0.00000576598,0.001323859,0.00008552899,0.00003340702,0.00007925309,0.001578182,0.9936596,0.00263989],"study_design_scores_gemma":[0.00005886139,0.0000365348,0.001002187,0.0001990429,0.00001754181,0.004768114,0.0005258373,0.0002141296,0.0002570759,0.004898015,0.9879782,0.00004447139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005610402,0.0007008547,0.00009969721,0.9749275,0.01694972,0.00002717369,0.0001380091,0.0000501094,0.006545943],"genre_scores_gemma":[0.00753024,0.0006048189,0.0001665947,0.9591161,0.01122367,0.00006393258,0.00006287936,0.00001917877,0.02121257],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02831456,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506936514316465,"score_gpt":0.3279324877447731,"score_spread":0.3028631226016084,"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."}}