{"id":"W2293003302","doi":"10.14288/1.0075942","title":"Referral patterns, full-time-equivalents and the 'effective' supply of physician services in British Columbia","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Equivalent; Referral; Business; Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007629589,0.0002210498,0.0004591299,0.002105431,0.002861553,0.002302009,0.002485018,0.0009808528,0.008942176],"category_scores_gemma":[0.005948934,0.0005653385,0.000367555,0.004796617,0.001026675,0.0007214947,0.00162654,0.002002902,0.0007080431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03571442,"about_ca_system_score_gemma":0.02756017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920416,"about_ca_topic_score_gemma":0.9976955,"domain_scores_codex":[0.9984996,0.0001942339,0.0001660712,0.000140263,0.0003245958,0.0006752707],"domain_scores_gemma":[0.9903176,0.001478776,0.001486916,0.0001961478,0.003406256,0.003114332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002141333,0.0001498332,0.9788131,0.00007127496,0.00005251283,0.000776069,0.003498943,0.0004874041,0.0003151602,0.0004543354,0.004419616,0.01074757],"study_design_scores_gemma":[0.000009792764,0.0000236413,0.9875151,0.0001093657,0.00001970321,0.0001641274,0.01006971,0.000658204,0.00007728941,0.00007642678,0.001250121,0.00002649226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949727,0.0003413878,0.00003217431,0.0008919421,0.000008967879,0.00001040098,0.001219139,0.000006758113,0.002516419],"genre_scores_gemma":[0.9960757,0.0002831332,0.00005629603,0.0001650082,0.000004010782,0.000008786081,0.0004777292,0.0000090592,0.002920277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571442,"threshold_uncertainty_score":0.2591274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00483500420577991,"score_gpt":0.1688504219718173,"score_spread":0.1640154177660374,"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."}}