{"id":"W2591669809","doi":"10.2196/jmir.6798","title":"Experience With Direct-to-Patient Recruitment for Enrollment Into a Clinical Trial in a Rare Disease: A Web-Based Study","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; National Center for Research Resources; Vasculitis Clinical Research Consortium; Rare Diseases Clinical Research Network","keywords":"Disease; Medicine; Web application; Clinical trial; Rare disease; The Internet; Physical therapy; World Wide Web; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2577282,0.0006060676,0.001318716,0.001124244,0.001617172,0.004002367,0.001682759,0.003146633,0.009381678],"category_scores_gemma":[0.28501,0.0006261441,0.001169383,0.001358895,0.001952818,0.002845351,0.003389057,0.002772728,0.002436299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057709,"about_ca_system_score_gemma":0.005527975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004581039,"about_ca_topic_score_gemma":0.0007289877,"domain_scores_codex":[0.747991,0.2324946,0.007372678,0.003047305,0.007489213,0.001605262],"domain_scores_gemma":[0.5865158,0.3451061,0.01358804,0.02608459,0.01507246,0.01363307],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02679096,0.05130636,0.1444292,0.004604203,0.001184823,0.003004736,0.02725967,0.001979112,0.003784054,0.004838021,0.01366024,0.7171587],"study_design_scores_gemma":[0.1147716,0.3487726,0.2590461,0.008640327,0.002393296,0.0115528,0.02575003,0.03317318,0.01211672,0.01316269,0.1698448,0.0007759852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8561329,0.005164124,0.05250769,0.01063169,0.0008239518,0.05143862,0.0005691666,0.0003557644,0.02237616],"genre_scores_gemma":[0.8766053,0.003026579,0.06929787,0.008940745,0.001115656,0.03795909,0.000436493,0.0001529338,0.002465285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7422718,"threshold_uncertainty_score":0.9153533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7374462592562504,"score_gpt":0.7051871209696952,"score_spread":0.03225913828655524,"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."}}