{"id":"W2789571373","doi":"10.1111/jvim.15053","title":"Survey of Equine Referring Veterinarians' Satisfaction with Their Most Recent Equine Referral Experience","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Referral; Medicine; Family medicine; Observational study; Patient satisfaction; Patient referral; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239081,0.0002356109,0.0006275068,0.0005028111,0.00008550518,0.00002878947,0.0003967556,0.0001061962,0.0003921697],"category_scores_gemma":[0.0004906149,0.0001487116,0.00004113924,0.0006024548,0.000314943,0.0006798788,0.0001725419,0.0003652485,0.000007869349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012307,"about_ca_system_score_gemma":0.00005401938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341802,"about_ca_topic_score_gemma":0.001264882,"domain_scores_codex":[0.997871,0.00006448988,0.001090381,0.0002136356,0.0004482281,0.0003122243],"domain_scores_gemma":[0.9967139,0.0000709836,0.001348947,0.0002959082,0.001523413,0.00004683691],"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":[0.01158665,0.0002703989,0.3390816,0.0009739961,0.0004418067,0.001377484,0.001829789,0.000009740334,0.2983513,0.0008804501,0.004009117,0.3411877],"study_design_scores_gemma":[0.006189332,0.05708933,0.6707475,0.007836407,0.0001063179,0.007344253,0.004435939,0.0006989539,0.001191533,0.0002561407,0.2434182,0.0006860592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924955,0.0002786027,0.001689573,0.001906721,0.002065987,0.0001314112,0.000003277156,0.00003158731,0.001397387],"genre_scores_gemma":[0.9969439,0.0001074791,0.0001668159,0.0004778625,0.002214616,0.000004112787,0.000004603167,0.00002962622,0.00005098699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3405016,"threshold_uncertainty_score":0.9931517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345869956964691,"score_gpt":0.3546886633282493,"score_spread":0.2201016676317803,"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."}}