{"id":"W3134615428","doi":"10.1093/jcag/gwab002.107","title":"A109 LINKING PRIMARY AND SPECIALTY CARE FOR THE MANAGEMENT OF DIGESTIVE HEALTH CONDITIONS: AN EVALUATION OF GUT LINK IMPLEMENTATION","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Referral; Medicine; Specialty; Triage; Family medicine; Observational study; Primary care; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04917482,0.000311896,0.0005018897,0.001452636,0.001921034,0.002917411,0.001415935,0.001038405,0.003353479],"category_scores_gemma":[0.08909459,0.0004763008,0.00113544,0.001547672,0.001530962,0.002580522,0.005536955,0.0016563,0.0002697131],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009243238,"about_ca_system_score_gemma":0.0187691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01781185,"about_ca_topic_score_gemma":0.02065786,"domain_scores_codex":[0.9682782,0.01955787,0.002714159,0.001093794,0.005156989,0.003199085],"domain_scores_gemma":[0.9040215,0.04955431,0.01881434,0.003237037,0.01191447,0.01245839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00301984,0.009315162,0.8684662,0.001129583,0.0002213085,0.0004219715,0.01782261,0.0004833435,0.0004769003,0.0004715425,0.001817838,0.09635363],"study_design_scores_gemma":[0.0006452783,0.01717126,0.9565849,0.0004091738,0.0001493574,0.0001283232,0.02072611,0.001152803,0.0002721639,0.0001190798,0.002589826,0.00005174343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942676,0.0001212878,0.0002058852,0.0009839874,0.00002600984,0.002085707,0.0002267754,0.00002179405,0.002061077],"genre_scores_gemma":[0.9936436,0.0002290592,0.002389696,0.0006306662,0.00004779097,0.002412137,0.0002679577,0.000008693826,0.0003703753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9907568,"threshold_uncertainty_score":0.2600645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244520042620935,"score_gpt":0.3063150248660189,"score_spread":0.2818630206039254,"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."}}