{"id":"W4414152907","doi":"10.1002/art.43378","title":"Reply","year":2025,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Complete information; Information system; Component (thermodynamics); Class (philosophy); Work (physics)","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":[0.002638103,0.0005238201,0.0005915795,0.0005642815,0.00162894,0.00214131,0.001587702,0.01689415,0.06419147],"category_scores_gemma":[0.03071653,0.0004642564,0.0009462404,0.0004860751,0.00109602,0.002118493,0.001499109,0.01300853,0.02784724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273371,"about_ca_system_score_gemma":0.002767509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622622,"about_ca_topic_score_gemma":0.002692031,"domain_scores_codex":[0.9979353,0.0004811114,0.0002587662,0.0002421561,0.0007552673,0.0003274116],"domain_scores_gemma":[0.9912078,0.003300141,0.0005346545,0.0002934942,0.003873606,0.0007902812],"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":[0.00001944404,0.000005588439,0.0002883015,0.00003109855,0.000003840281,0.0001793057,0.00003055375,0.00001413985,0.00005197002,0.001007724,0.9954973,0.002870844],"study_design_scores_gemma":[0.0000280525,0.00001873199,0.0007257373,0.0001513597,0.00001111367,0.0009396572,0.0002272761,0.00005765207,0.0002758796,0.001830479,0.9957093,0.0000248142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005607402,0.001243758,0.0002186344,0.9405985,0.04665079,0.00004786929,0.0006512225,0.0001031675,0.009925295],"genre_scores_gemma":[0.005703853,0.001132858,0.0002386021,0.9418201,0.01508211,0.00008881395,0.0002298032,0.00003591205,0.035668],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06419147,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370408715308388,"score_gpt":0.2833879764659754,"score_spread":0.2696838893128915,"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."}}