{"id":"W2126441934","doi":"10.1186/1472-6947-7-12","title":"A Decision Aid for COPD patients considering inhaled steroid therapy: development and before and after pilot testing","year":2007,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University at Buffalo; Office of Research and Development; U.S. Department of Veterans Affairs","keywords":"Pulmonologists; Medicine; COPD; Decision aids; Pulmonary disease; Scale (ratio); Intensive care medicine; Physical therapy; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001880294,0.0002228423,0.0003619531,0.0002296059,0.001012705,0.00005792353,0.0001750862,0.0002374381,0.00003323562],"category_scores_gemma":[0.004212853,0.000172146,0.00002259968,0.0001687539,0.0001140203,0.0002773605,0.0006881941,0.0004373082,0.000008141847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009213983,"about_ca_system_score_gemma":0.0003767597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008829415,"about_ca_topic_score_gemma":0.0005425831,"domain_scores_codex":[0.9966323,0.00009512793,0.001822979,0.0002120314,0.0007284959,0.0005091067],"domain_scores_gemma":[0.9864578,0.011865,0.0005111903,0.0003317496,0.0004053995,0.0004289261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006076772,0.00003117426,0.304132,0.0005535783,0.000007365935,0.000001810633,0.0097338,0.000001321645,4.289179e-7,0.00008896369,0.00009027957,0.6847516],"study_design_scores_gemma":[0.03567323,0.002144455,0.6687468,0.02769051,0.00004770348,0.00009594427,0.03889796,0.1761832,0.00002202926,0.01615392,0.03289926,0.001444952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500856,0.0009081247,0.1472847,0.00002252363,0.0002600935,0.001231094,0.000007709687,0.00004755469,0.0001526219],"genre_scores_gemma":[0.5540119,0.00007007612,0.4442027,0.001545408,0.00003399489,0.0001090926,0.000007609949,0.00001592309,0.000003287282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6833067,"threshold_uncertainty_score":0.7789007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2116623136363767,"score_gpt":0.4264938174921871,"score_spread":0.2148315038558104,"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."}}