{"id":"W2971500532","doi":"10.2196/14462","title":"Comparative Effectiveness of a Web-Based Patient Decision Aid for Therapeutic Options for Sickle Cell Disease: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Patient-Centered Outcomes Research Institute","keywords":"Decision aids; Medicine; Randomized controlled trial; Decision support system; Population; Clinical decision support system; Health care; Health literacy; Usability; Alternative medicine; Surgery; Computer science; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01762442,0.001834663,0.005387991,0.001652594,0.0009367013,0.002306584,0.001921994,0.004560071,0.0153776],"category_scores_gemma":[0.03330044,0.0008609294,0.005766796,0.001242106,0.001860438,0.003070262,0.001336856,0.003936551,0.001145864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500707,"about_ca_system_score_gemma":0.002746192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421659,"about_ca_topic_score_gemma":0.001802182,"domain_scores_codex":[0.968766,0.0247617,0.002696713,0.001599433,0.001357682,0.0008184949],"domain_scores_gemma":[0.9666569,0.02359403,0.004883707,0.001208557,0.001373677,0.002282998],"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":[0.9708096,0.007072262,0.0005198928,0.002923186,0.003110747,0.00003486325,0.0001075366,0.0003183007,0.0001716075,0.0002410796,0.000389568,0.01430128],"study_design_scores_gemma":[0.9448662,0.04944909,0.0008275626,0.0003869733,0.002392009,0.00001389693,0.00008643745,0.0007588737,0.0001836001,0.0003184011,0.0006897246,0.0000273444],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8440557,0.02328623,0.006266046,0.003749001,0.005778453,0.1039377,0.003491908,0.0004864505,0.00894858],"genre_scores_gemma":[0.8940213,0.00468403,0.01203637,0.002215317,0.001113919,0.08160557,0.0009520549,0.00004053469,0.00333081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762442,"threshold_uncertainty_score":0.09320796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484342495738214,"score_gpt":0.4040902119060281,"score_spread":0.369246786948646,"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."}}