{"id":"W2888156890","doi":"10.1093/jcag/gwy046","title":"Transforming Access to Specialist Care for Inflammatory Bowel Disease: The PACE Telemedicine Program","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"","keywords":"Telemedicine; Pace; Inflammatory bowel disease; Medicine; Intensive care medicine; Medical emergency; Disease; Internal medicine; Health care; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005563025,0.0001044287,0.0001456919,0.00008433439,0.0002146917,0.0000321371,0.0005492802,0.0000825749,0.00001365521],"category_scores_gemma":[0.0005135685,0.00007183756,0.0001987727,0.00005201967,0.0001132892,0.00001151439,0.00004101489,0.0001073369,9.233818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254084,"about_ca_system_score_gemma":0.0006633975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001951876,"about_ca_topic_score_gemma":0.2951279,"domain_scores_codex":[0.9988403,0.0001566155,0.0003685204,0.0001069579,0.000211859,0.0003157388],"domain_scores_gemma":[0.9981835,0.00001608156,0.0005197406,0.0002107619,0.0007749174,0.000294991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00152029,0.000027592,0.9407476,0.00005080798,0.0002019365,0.00001013585,0.0004736269,0.000108625,0.001402867,0.00004349085,0.05457685,0.0008362371],"study_design_scores_gemma":[0.001198042,0.0007156166,0.8489459,0.00003738884,0.0001170667,0.000008091157,0.0001516678,0.00001089567,0.0005755235,0.00003534507,0.1481434,0.00006108027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845898,0.00002813005,0.0001423039,0.01351309,0.0007479747,0.0007433841,0.0001239443,0.000002382258,0.0001089775],"genre_scores_gemma":[0.9956927,0.000007349978,0.0001033645,0.002687932,0.001309966,0.000029249,0.00001303498,0.00001536957,0.0001410582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949327,"threshold_uncertainty_score":0.7177342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006653195643003347,"score_gpt":0.2575227604913564,"score_spread":0.250869564848353,"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."}}