{"id":"W2427953360","doi":"10.4158/e161321.or","title":"Econsults to Endocrinologists Improve Access and Change Primary Care Provider Behavior","year":2016,"lang":"en","type":"article","venue":"Endocrine Practice","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"University of California, San Francisco","keywords":"Medicine; Primary care; Family medicine; Pediatrics; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004391678,0.0002801648,0.0004011728,0.00139433,0.001833872,0.002583604,0.000935262,0.001936018,0.04692912],"category_scores_gemma":[0.04870484,0.0002782657,0.0009090512,0.001217139,0.000895576,0.001561395,0.002358965,0.002044276,0.002931473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836999,"about_ca_system_score_gemma":0.005913583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355544,"about_ca_topic_score_gemma":0.02769984,"domain_scores_codex":[0.9946328,0.002978647,0.0003096772,0.0003041832,0.001055529,0.0007191146],"domain_scores_gemma":[0.969455,0.01465438,0.004912293,0.001263186,0.002128161,0.007586882],"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":[0.002329802,0.02370326,0.2723513,0.000671141,0.0005228716,0.000478938,0.002447825,0.001229417,0.0005467656,0.002650592,0.08369673,0.6093714],"study_design_scores_gemma":[0.005413231,0.00802221,0.8393394,0.001896576,0.001129817,0.0006635694,0.009140051,0.004762548,0.001583895,0.01466734,0.1132511,0.0001303066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.674885,0.006076255,0.003206521,0.198049,0.003141744,0.000430298,0.00130408,0.0008031224,0.112104],"genre_scores_gemma":[0.9552613,0.00225279,0.003426601,0.02352105,0.001781829,0.0002050552,0.0004892007,0.00006206725,0.01300011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04692912,"threshold_uncertainty_score":0.1569936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983621520893462,"score_gpt":0.3288400447018525,"score_spread":0.2790038294929179,"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."}}