{"id":"W3129728862","doi":"10.1093/fampra/cmab006","title":"Access to inflammatory bowel disease speciality care: the primary healthcare physician perspective","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Referral; Family medicine; Stakeholder; Health care; Population; Nursing; General partnership; Triage; Medical emergency; Environmental health; Public relations","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":[0.001224205,0.00009935234,0.0002181031,0.0006867677,0.002139474,0.002508196,0.0002957802,0.000976528,0.007283849],"category_scores_gemma":[0.004128001,0.0001447147,0.0001621914,0.0009419431,0.001684512,0.001037678,0.001424063,0.001300279,0.0002645613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005843245,"about_ca_system_score_gemma":0.009059796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1837369,"about_ca_topic_score_gemma":0.2789443,"domain_scores_codex":[0.9982165,0.0007483688,0.00006911297,0.00009555471,0.0002710293,0.000599444],"domain_scores_gemma":[0.9928724,0.002308769,0.0008545249,0.00006062838,0.0009878244,0.00291582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001528143,0.0004237241,0.6657336,0.002312173,0.0001071072,0.0125226,0.1862231,0.0003744789,0.001404463,0.01043059,0.04146486,0.07885037],"study_design_scores_gemma":[0.00004472931,0.0005367899,0.6258053,0.003220506,0.00007623107,0.007201329,0.2782575,0.0003060147,0.0001937306,0.002019988,0.08229181,0.00004612207],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7439453,0.02052473,0.0005689034,0.1728583,0.0004723014,0.00007121211,0.0003783587,0.00001521638,0.06116575],"genre_scores_gemma":[0.98479,0.006105609,0.0001806369,0.007599959,0.0001712223,0.000008875119,0.00004037339,0.000001967009,0.001101174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837369,"threshold_uncertainty_score":0.3653349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820587706311547,"score_gpt":0.3085182454062803,"score_spread":0.2903123683431648,"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."}}