{"id":"W2469137139","doi":"10.1017/cem.2016.40","title":"LO003: Outpatient referrals from the emergency department - a retrospective review","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Referral; Specialty; Retrospective cohort study; Emergency medicine; Attendance; Outpatient clinic; Family medicine; Medical emergency; Pediatrics; Internal medicine; Nursing","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":[0.001259941,0.0005247591,0.00150171,0.005212559,0.0006513626,0.001438103,0.001008459,0.0008979547,0.002979443],"category_scores_gemma":[0.007157484,0.0004595216,0.001472976,0.006789083,0.0004431338,0.0009656243,0.0007738578,0.0007409591,0.0004243616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690186,"about_ca_system_score_gemma":0.004610758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904299,"about_ca_topic_score_gemma":0.03950445,"domain_scores_codex":[0.9975588,0.0003201086,0.0009898206,0.0003831662,0.0005643155,0.0001837425],"domain_scores_gemma":[0.9946202,0.001962343,0.002106528,0.0001457746,0.0008773908,0.000287735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009408435,0.0003104754,0.7222083,0.0975357,0.003682236,0.01218127,0.001502802,0.0001218606,0.00070127,0.0006662121,0.02078527,0.1393639],"study_design_scores_gemma":[0.0001868612,0.0002982305,0.8018274,0.06505433,0.008658658,0.04342819,0.005975684,0.0001244147,0.00040631,0.0002698473,0.07362121,0.0001488256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1162007,0.8751808,0.0002425617,0.0006467045,0.0002328451,0.0002121957,0.004794716,0.00001279106,0.00247669],"genre_scores_gemma":[0.3189835,0.6708967,0.0007369057,0.001602,0.0004770411,0.0003268855,0.006175651,0.00001981492,0.0007815161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01904299,"threshold_uncertainty_score":0.03786433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772738106159164,"score_gpt":0.3821099980134083,"score_spread":0.2048361873974918,"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."}}