{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00777466,0.001195336,0.0007333055,0.0007014073,0.0003913509,0.001383901,0.001799139,0.001199388,0.006927771],"category_scores_gemma":[0.0267727,0.0004608639,0.0009803761,0.0004988741,0.0005276625,0.001136317,0.001373859,0.001155281,0.001063822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006679642,"about_ca_system_score_gemma":0.001259625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083806,"about_ca_topic_score_gemma":0.0009316001,"domain_scores_codex":[0.9967176,0.002203719,0.0003264528,0.0002581863,0.0003155405,0.0001783458],"domain_scores_gemma":[0.9608397,0.03494523,0.0004596851,0.0007623865,0.001828475,0.001164636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01533102,0.03931056,0.09173068,0.004088407,0.0006318504,0.002793747,0.01463723,0.0306394,0.01798571,0.001861078,0.01140485,0.7695855],"study_design_scores_gemma":[0.02695738,0.1357276,0.2676278,0.002969086,0.002864957,0.005858793,0.01875264,0.3816635,0.06964994,0.006661669,0.08016022,0.001106535],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514878,0.0003436675,0.03484362,0.0006073389,0.00009376443,0.00681834,0.001012946,0.001514484,0.003277971],"genre_scores_gemma":[0.812048,0.000500685,0.1776678,0.0003546319,0.0000614722,0.005984616,0.001309623,0.0001565418,0.001916725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00777466,"threshold_uncertainty_score":0.04111683,"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."}}