{"id":"W3215605133","doi":"10.2196/33733","title":"Interactive Versus Static Decision Support Tools for COVID-19: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Randomized controlled trial; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Decision aids; Medicine; Virology; Alternative medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01016077,0.002591634,0.005384598,0.001133228,0.001079662,0.002230353,0.002082444,0.004716477,0.01739795],"category_scores_gemma":[0.02320016,0.001114159,0.003979408,0.001156121,0.002666192,0.003095614,0.001225054,0.005025206,0.001369667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099246,"about_ca_system_score_gemma":0.002782921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110844,"about_ca_topic_score_gemma":0.002778286,"domain_scores_codex":[0.9889604,0.007445846,0.001113717,0.001046297,0.0006737492,0.0007598468],"domain_scores_gemma":[0.9852121,0.008705175,0.002927404,0.000812858,0.0007915317,0.00155099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9795707,0.00880939,0.0003046336,0.001884731,0.001125777,0.00001984204,0.0001057152,0.0001202792,0.0001743064,0.0001395225,0.0003671178,0.007377835],"study_design_scores_gemma":[0.9392387,0.0572641,0.0007809314,0.000314645,0.001070734,0.000007821857,0.00007194938,0.0003455412,0.000140419,0.0002830799,0.0004578933,0.00002419929],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779767,0.01675335,0.003269511,0.001780057,0.003548737,0.08812196,0.002224332,0.0004326859,0.005892772],"genre_scores_gemma":[0.8621995,0.004160895,0.008622869,0.001841185,0.001363882,0.1171387,0.000618604,0.00004459503,0.004009785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739795,"threshold_uncertainty_score":0.05820191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2532491436207859,"score_gpt":0.4939846057216394,"score_spread":0.2407354621008535,"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."}}