{"id":"W4383683304","doi":"10.58931/cdet.2023.1214","title":"Improving Access to Endocrinologists through Provider-to-Provider eConsultations","year":2023,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Specialty; Health care; Business; Internet privacy; Medicine; Nursing; Family medicine; Computer science; Political science","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":[0.004160533,0.0002847826,0.0002228743,0.002215642,0.00195582,0.00290938,0.001434457,0.0009433725,0.0898603],"category_scores_gemma":[0.03026702,0.0003396265,0.0005097555,0.002968476,0.0008191734,0.002124334,0.004032769,0.001184614,0.004129353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009831972,"about_ca_system_score_gemma":0.02448741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4390877,"about_ca_topic_score_gemma":0.4994274,"domain_scores_codex":[0.9959359,0.001157932,0.0002727999,0.0003116185,0.001351839,0.0009699352],"domain_scores_gemma":[0.9808844,0.005099342,0.00329321,0.001391001,0.003978653,0.005353358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002414263,0.0006388391,0.05375692,0.0005562598,0.000062438,0.0003259255,0.0008499877,0.000675129,0.000601719,0.007929158,0.2299681,0.7043942],"study_design_scores_gemma":[0.0008181406,0.0006277585,0.2793432,0.001621117,0.0001597568,0.001310469,0.005058416,0.005927722,0.001375382,0.006924623,0.6966015,0.0002319718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1866903,0.01537417,0.0204064,0.215628,0.002519253,0.002077574,0.01193685,0.003175205,0.5421923],"genre_scores_gemma":[0.8455396,0.01080559,0.02394142,0.0189749,0.00136785,0.0004449007,0.003676621,0.0002888849,0.09496027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4390877,"threshold_uncertainty_score":0.8730639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999999961864661,"score_gpt":0.2875352980721519,"score_spread":0.2475352984535053,"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."}}