{"id":"W2922149576","doi":"10.1053/j.gastro.2019.11.244","title":"P043 FOCUSING ON THE FUTURE: REDUCING BARRIERS AND IMPROVING ACCESS TO IBD SPECIALTY CARE ACROSS CANADA","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; McGill University Health Centre; Health Sciences Centre; Mount Sinai Hospital; University of Saskatchewan; University of Alberta; Dalhousie University; University of Toronto","funders":"","keywords":"Specialty; Medicine; Health care; Incidence (geometry); Inflammatory bowel disease; Disease; Disease burden; Family medicine; Burden of disease; Environmental health; Pathology; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284987,0.0002946676,0.0004088022,0.001083658,0.008753722,0.004817464,0.001989406,0.001998114,0.02499976],"category_scores_gemma":[0.01108606,0.0003347771,0.0007366135,0.002146911,0.002203956,0.001608791,0.003612907,0.003079732,0.001323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07292315,"about_ca_system_score_gemma":0.3589553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935406,"about_ca_topic_score_gemma":0.9963976,"domain_scores_codex":[0.9948992,0.0006538601,0.0001525805,0.0002767253,0.001153815,0.002863692],"domain_scores_gemma":[0.9650716,0.00138683,0.001299444,0.0002963113,0.009190515,0.02275526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002718098,0.0003226155,0.3438761,0.0009897571,0.0001426118,0.0008994531,0.007578895,0.0009400477,0.001367225,0.01375023,0.477169,0.1526922],"study_design_scores_gemma":[0.0001413367,0.0001645589,0.6293439,0.002225363,0.0001337483,0.0004826374,0.03650378,0.00172558,0.0007188596,0.004186099,0.3241869,0.0001873059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2379968,0.009674817,0.001804461,0.6077861,0.002235008,0.0003486711,0.005216826,0.0002816023,0.1346557],"genre_scores_gemma":[0.880648,0.005959381,0.004219642,0.07189456,0.000427218,0.0001578674,0.00145822,0.0001566677,0.03507855],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07292315,"threshold_uncertainty_score":0.529097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006851829964567952,"score_gpt":0.2299152290329947,"score_spread":0.2230633990684267,"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."}}