{"id":"W2913679288","doi":"10.1093/ecco-jcc/jjy222.365","title":"P241 Focussing on the future: reducing barriers and improving access to IBD specialty care","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Focus group; Specialty; Family medicine; Health care; Thematic analysis; Qualitative research; Gerontology; Demography","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":[0.0004031654,0.0001116041,0.0002403844,0.0001928624,0.0002769613,0.0006093332,0.0001863299,0.00008106001,0.00007465532],"category_scores_gemma":[0.00008865592,0.00007214134,0.00004745329,0.0001904968,0.00003049502,0.0005395097,0.0001330024,0.0002445602,0.000006444681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000438497,"about_ca_system_score_gemma":0.00006444547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008873063,"about_ca_topic_score_gemma":0.0004125406,"domain_scores_codex":[0.9991088,0.00001654932,0.0003093486,0.0001502759,0.0001837871,0.0002312569],"domain_scores_gemma":[0.999281,0.00003333224,0.0003073272,0.0001361927,0.0001960599,0.00004607804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004620362,0.00001317314,0.0309989,0.0008599538,0.00005091264,0.0001270299,0.0009682477,0.000009187028,0.0001373033,0.05575995,0.007284164,0.9033291],"study_design_scores_gemma":[0.0005859329,0.0001295186,0.4984185,0.0005561751,0.00003299447,0.00008743521,0.01102257,0.00006665621,0.0001126335,0.00177016,0.4869853,0.0002321058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809434,0.00076421,0.00002413354,0.0129889,0.00111325,0.0002409948,0.000001908594,0.00001353946,0.00390968],"genre_scores_gemma":[0.99441,0.00004501961,0.00003681149,0.002385662,0.003049966,0.000002836116,2.853504e-7,0.0000141041,0.00005530095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.903097,"threshold_uncertainty_score":0.5875814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114372615117,"score_gpt":0.2490949894122473,"score_spread":0.2379512632610773,"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."}}