{"id":"W2922410631","doi":"10.3122/jabfm.2019.02.180169","title":"Assessment of the Generalizability of an eConsult Service through Implementation in a New Health Region","year":2019,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Generalizability theory; Service (business); Health services; Family medicine; Environmental health; Statistics; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03308081,0.0003137702,0.0003201764,0.001336175,0.002699393,0.00336446,0.002013094,0.0007914105,0.002223372],"category_scores_gemma":[0.07482398,0.0004535135,0.0006960973,0.00163724,0.003894402,0.00196591,0.004131999,0.001258385,0.0002264864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02143024,"about_ca_system_score_gemma":0.03715387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3023604,"about_ca_topic_score_gemma":0.3267006,"domain_scores_codex":[0.9797171,0.008452335,0.00139102,0.001233971,0.00604234,0.003163269],"domain_scores_gemma":[0.9311419,0.0223025,0.01099406,0.003987048,0.02583091,0.005743592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003339975,0.0009042219,0.8643042,0.0005018858,0.00008440457,0.0005038963,0.07290258,0.0006175239,0.001422293,0.0005001278,0.0009146908,0.05701009],"study_design_scores_gemma":[0.00006289215,0.002049015,0.9014094,0.0002550027,0.00005120864,0.0001219629,0.09114223,0.0009312216,0.0007555711,0.00007399687,0.003111964,0.00003557492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955503,0.00005062539,0.0003581785,0.0007610418,0.0000110114,0.0005605099,0.0001209456,0.00001507149,0.002572364],"genre_scores_gemma":[0.9977055,0.00008856823,0.001121959,0.0002347598,0.000009643287,0.0004165169,0.00009830207,0.000007432953,0.0003173263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023604,"threshold_uncertainty_score":0.6012009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563410485388256,"score_gpt":0.3756943085122698,"score_spread":0.3200602036583872,"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."}}