{"id":"W4415603072","doi":"10.1002/acr.25681","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"Arthritis Care & Research","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia; Research Canada","funders":"National Health and Medical Research Council; Australian Research Council; Arthritis Australia; Michael Smith Health Research BC","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":[0.00210419,0.0006739734,0.0006483893,0.0006256185,0.002604126,0.002060875,0.001347877,0.02894554,0.02656804],"category_scores_gemma":[0.01692053,0.0004743715,0.0008425468,0.0005387297,0.001477854,0.001863963,0.001171828,0.01566238,0.01668155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467667,"about_ca_system_score_gemma":0.002880154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006552928,"about_ca_topic_score_gemma":0.005420464,"domain_scores_codex":[0.9981892,0.0005190677,0.0002029013,0.0001892755,0.0005796779,0.0003199159],"domain_scores_gemma":[0.9959047,0.001615974,0.0003022219,0.000118061,0.001521685,0.0005373335],"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":[0.00002789081,0.00001209661,0.0005284728,0.00002624663,0.000005057962,0.0009545539,0.00007528787,0.00002820717,0.00007083562,0.001171453,0.9944828,0.002617237],"study_design_scores_gemma":[0.00005411898,0.00003528433,0.001169133,0.0002066615,0.00001638988,0.003277727,0.0005664034,0.0001750271,0.0002578041,0.003453061,0.9907448,0.00004365236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005612022,0.0006101639,0.00009534829,0.9745354,0.01649958,0.00003319942,0.0001830931,0.00005816891,0.007423817],"genre_scores_gemma":[0.005306499,0.0004872532,0.0001541876,0.9642082,0.007857065,0.00006124112,0.00006631715,0.00001719261,0.02184196],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02894554,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09889709370462396,"score_gpt":0.4223890549655969,"score_spread":0.3234919612609729,"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."}}