{"id":"W4281399433","doi":"10.1370/afm.2812","title":"The Provincial Spread and Scale of the Ontario eConsult Service: Evaluation of the First 2 Years","year":2022,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Referral; Scale (ratio); Service (business); Cross-sectional study; Family medicine; Medical emergency; Nursing; Cartography; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01486137,0.0003397075,0.0005026311,0.002819643,0.002517754,0.003009087,0.001959924,0.0005532688,0.00225084],"category_scores_gemma":[0.06336994,0.0005406028,0.0007529972,0.004468456,0.001641547,0.002379301,0.002452481,0.00118163,0.0003454274],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05160825,"about_ca_system_score_gemma":0.06916264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.944419,"about_ca_topic_score_gemma":0.9572564,"domain_scores_codex":[0.986737,0.001777861,0.0007140107,0.0006235642,0.008513024,0.001634679],"domain_scores_gemma":[0.9481967,0.007904599,0.008423354,0.002391757,0.02754456,0.005538958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000258615,0.000326409,0.9305675,0.0001640889,0.00005943432,0.0001107098,0.01237736,0.0004883332,0.0002506243,0.0003885667,0.002081144,0.05292734],"study_design_scores_gemma":[0.00001585634,0.0002433748,0.9906121,0.00005132825,0.00001927114,0.00003894289,0.006009476,0.0006701442,0.0001188757,0.00003887261,0.002163036,0.0000187263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865583,0.0004454594,0.0005379237,0.001111933,0.00002628939,0.0007739526,0.001601059,0.00006028086,0.008884703],"genre_scores_gemma":[0.9959207,0.0003106394,0.0007557825,0.0001265505,0.00001344627,0.0002659559,0.0008079355,0.00001712364,0.001781869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9483917,"threshold_uncertainty_score":0.3744458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630532303206753,"score_gpt":0.3452335124481231,"score_spread":0.1821802821274478,"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."}}