{"id":"W2977910770","doi":"","title":"Referral processes and wait times in primary care.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Referral; Medicine; Family medicine; Primary care; Obstetrics and gynaecology; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835333,0.00007818622,0.0001460684,0.0001263186,0.0001675666,0.0002162995,0.0001925078,0.00008198358,0.000005106513],"category_scores_gemma":[0.0001989899,0.00006762606,0.00001079529,0.00007368271,0.00005334719,0.0005908528,0.0001734361,0.0000881977,0.00001636348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002785364,"about_ca_system_score_gemma":0.00001952485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800404,"about_ca_topic_score_gemma":0.002282482,"domain_scores_codex":[0.9993365,0.000002950647,0.0001356135,0.0001818239,0.00007648651,0.000266629],"domain_scores_gemma":[0.999567,0.000007874214,0.0001188869,0.0002321278,0.00006440169,0.000009661652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001260507,0.000015266,0.3845618,0.001558107,0.000005524908,0.00001836602,0.00004059149,7.818905e-8,0.000002304482,0.008169942,0.0008155933,0.6047999],"study_design_scores_gemma":[0.0002594706,0.000001434228,0.8710085,0.00002746251,0.000003556622,0.000001469107,0.00008012764,0.000004708099,0.000006002954,0.001033435,0.1274901,0.00008375488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845308,0.0006782718,0.000001655325,0.00285488,0.0002225943,0.0005016653,0.000001063143,0.0001045462,0.1503273],"genre_scores_gemma":[0.9983394,0.00001993026,0.00001106627,0.0004173761,0.0003310845,0.0004013831,0.000005611837,0.00001085083,0.0004633059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6047161,"threshold_uncertainty_score":0.4233392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494382326041894,"score_gpt":0.2350948781907766,"score_spread":0.2001510549303577,"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."}}