{"id":"W2896788466","doi":"10.1016/j.oooo.2018.05.029","title":"Referral Patterns to A University Oral Medicine Clinic in Edmonton, Alberta","year":2018,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Referral; Specialty; Medicine; Family medicine; Oral medicine; Dentistry","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":[0.0003783525,0.0003115818,0.0002526332,0.00133404,0.004350459,0.001761002,0.001587774,0.001015184,0.01402057],"category_scores_gemma":[0.001938267,0.0005001735,0.0002420052,0.002564699,0.0009084438,0.0003393008,0.001522745,0.0006236789,0.000796427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01664502,"about_ca_system_score_gemma":0.0241432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8781623,"about_ca_topic_score_gemma":0.9705769,"domain_scores_codex":[0.9989091,0.000119863,0.00006466013,0.0001208463,0.0002602121,0.0005253176],"domain_scores_gemma":[0.9979626,0.0002241316,0.0002979576,0.00003098964,0.0004456856,0.001038654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002897507,0.0003683604,0.926828,0.0001662938,0.00004712032,0.0115428,0.008520837,0.0008434916,0.002286112,0.001143396,0.0154962,0.03246776],"study_design_scores_gemma":[0.00004303641,0.0001603777,0.9427076,0.0002759161,0.00003426773,0.003877313,0.04387238,0.001307935,0.0004352623,0.0002905411,0.006946218,0.00004916319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799511,0.0005935611,0.0001569966,0.001947907,0.00004551609,0.00009492414,0.0006514622,0.00003908372,0.01651928],"genre_scores_gemma":[0.9851429,0.0006342718,0.0004063162,0.0009258527,0.00002209209,0.00002823474,0.0003320367,0.0000217728,0.01248664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218377,"threshold_uncertainty_score":0.2451105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639261495424882,"score_gpt":0.3038653913188764,"score_spread":0.2474727763646275,"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."}}