{"id":"W3181583347","doi":"10.21203/rs.3.rs-427688/v1","title":"“From Where I Stand”: Using Multiple Anchors Yields Different Benchmarks for Meaningful Improvement and Worsening in the Rheumatoid Arthritis Flare Questionnaire (RA-FQ)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Manitoba; Western University; Université de Sherbrooke; Canadian Arthritis Network; University of Calgary; McGill University","funders":"Janssen Biotech; Eli Lilly Canada; Bristol-Myers Squibb Canada; Merck Canada; AbbVie; Bristol-Myers Squibb; Sandoz Canada; Amgen","keywords":"Rheumatoid arthritis; Flare; Medicine; Computer science; Physical therapy; Internal medicine; Physics; Astrophysics","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":[0.01458223,0.0008968312,0.001026658,0.001385107,0.0006257163,0.002879472,0.0009809858,0.00190257,0.008987569],"category_scores_gemma":[0.1376077,0.0003152725,0.001280605,0.001552937,0.001362882,0.003773798,0.002833822,0.002330199,0.002514004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864464,"about_ca_system_score_gemma":0.000672118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845049,"about_ca_topic_score_gemma":0.002637601,"domain_scores_codex":[0.983988,0.009422251,0.001448822,0.001380759,0.003189059,0.0005711389],"domain_scores_gemma":[0.9437624,0.04044898,0.004272877,0.003924305,0.006875766,0.0007157658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01250891,0.0009559031,0.2344479,0.002795993,0.001580244,0.0003054323,0.01987563,0.00669875,0.009512519,0.04863753,0.07568925,0.586992],"study_design_scores_gemma":[0.001966586,0.003263678,0.708033,0.002369547,0.001609349,0.0004445742,0.01708299,0.04382966,0.01067625,0.1322287,0.07754716,0.0009485032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.808989,0.002731276,0.1202603,0.005343643,0.003412321,0.0009989502,0.01134546,0.001499339,0.04541979],"genre_scores_gemma":[0.9201791,0.0004010544,0.06992302,0.0004667037,0.0002200129,0.001184967,0.005091109,0.0004068601,0.002127198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458223,"threshold_uncertainty_score":0.07711911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255552659501095,"score_gpt":0.3545307640097491,"score_spread":0.3119752374147381,"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."}}