{"id":"W4386800146","doi":"10.1016/j.eprac.2023.09.005","title":"Improving Access to Osteoporosis Specialists Using Electronic Consultations","year":2023,"lang":"en","type":"article","venue":"Endocrine Practice","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bruyère; University of Toronto","funders":"","keywords":"Medicine; Referral; Osteoporosis; Family medicine; Primary care; Pediatrics; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004949658,0.0003480117,0.0004087396,0.003116393,0.00083419,0.002784311,0.0009410165,0.001236833,0.03510879],"category_scores_gemma":[0.07635067,0.0003847798,0.000714158,0.003754608,0.0003048027,0.004146801,0.002979861,0.001094136,0.002166356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672752,"about_ca_system_score_gemma":0.003879834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01706753,"about_ca_topic_score_gemma":0.02566972,"domain_scores_codex":[0.9878048,0.00745206,0.001210308,0.0006277213,0.002071831,0.0008333492],"domain_scores_gemma":[0.922084,0.05807036,0.009598237,0.002234648,0.004314534,0.003698281],"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":[0.0006987798,0.002920258,0.1799133,0.001057607,0.0001872249,0.00033926,0.001677948,0.001076063,0.0005992614,0.001043896,0.02423954,0.7862467],"study_design_scores_gemma":[0.001622259,0.003484025,0.8756005,0.00619035,0.000897213,0.002223056,0.01028724,0.01259194,0.001510014,0.005967947,0.0794288,0.0001967525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930225,0.009628383,0.008246019,0.04702473,0.0006869736,0.001094888,0.004134921,0.00101684,0.1351447],"genre_scores_gemma":[0.9665427,0.005745919,0.01282425,0.006053536,0.0008395165,0.0003698605,0.0009778803,0.00007140968,0.006574962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510879,"threshold_uncertainty_score":0.1174505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668913403602168,"score_gpt":0.3585970453426133,"score_spread":0.3119079113065916,"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."}}