{"id":"W2561318316","doi":"","title":"A Prototype Web Platform to Facilitate Public Engagement with Medical Evidence about Rheumatoid Arthtritis Medications","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Public engagement; Web application; World Wide Web; Data science; Medicine; Real world evidence; Computer science; Information retrieval; Political science; Internal medicine; Public relations","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003459258,0.0005697949,0.0003832561,0.001087313,0.0008398908,0.002669534,0.0011573,0.001236374,0.03803186],"category_scores_gemma":[0.009220049,0.0003831274,0.0005832543,0.0005518452,0.0002641338,0.003696132,0.00410028,0.00132193,0.01443312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274959,"about_ca_system_score_gemma":0.001201959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000678475,"about_ca_topic_score_gemma":0.00150344,"domain_scores_codex":[0.9989551,0.0004317817,0.0001009056,0.0001508942,0.0002546077,0.0001066797],"domain_scores_gemma":[0.9941824,0.003320919,0.0001813268,0.0006997664,0.0005697988,0.001045739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001866283,0.003314837,0.005132307,0.001308162,0.0001274363,0.001025638,0.005331182,0.0005532638,0.02566815,0.005194392,0.3240058,0.6264726],"study_design_scores_gemma":[0.00184429,0.002520884,0.02591266,0.001121207,0.0002303653,0.001153276,0.004477405,0.01874024,0.01525532,0.01666248,0.9117729,0.0003090184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2692135,0.002049045,0.2893014,0.01921713,0.004490456,0.0155023,0.02269062,0.1966295,0.180906],"genre_scores_gemma":[0.323775,0.001712815,0.4426911,0.005246648,0.001357742,0.01042721,0.0240012,0.005670242,0.185118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9993215,"threshold_uncertainty_score":0.1272292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020809838472071,"score_gpt":0.3213251437630392,"score_spread":0.2192441599158321,"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."}}