{"id":"W2393578220","doi":"10.1097/aog.0000000000001431","title":"Evaluation of an Electronic Consultation Service in Obstetrics and Gynecology in Ontario","year":2016,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Obstetrics and gynaecology; Medicine; Family medicine; Service (business); Primary care; Service provider; Gynecology; Nursing; Obstetrics; Pregnancy","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":[0.002898601,0.0002561341,0.0002422513,0.001010328,0.00221483,0.000918292,0.001010942,0.0003883257,0.00409659],"category_scores_gemma":[0.01980165,0.0002844472,0.0002543341,0.0017197,0.0007276651,0.0004930755,0.001291566,0.0003799137,0.0002450602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02951669,"about_ca_system_score_gemma":0.04754259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7898782,"about_ca_topic_score_gemma":0.8849836,"domain_scores_codex":[0.9958619,0.001074532,0.0003300721,0.0002239065,0.001739899,0.0007697511],"domain_scores_gemma":[0.9844186,0.003286329,0.003255258,0.0003266486,0.005733233,0.002979931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001769689,0.001644404,0.7969279,0.001907971,0.00008645141,0.002575383,0.01215355,0.0009298073,0.002558984,0.0002814653,0.007458619,0.1717059],"study_design_scores_gemma":[0.0001511281,0.001383701,0.9798428,0.0002179751,0.00004195179,0.0005116335,0.007957845,0.001354057,0.0004508892,0.0000291393,0.008028589,0.00003020629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910851,0.0006494139,0.0001934443,0.0008356472,0.00002191297,0.000741282,0.0006939178,0.00004079217,0.005738449],"genre_scores_gemma":[0.995068,0.0006851897,0.001092789,0.0003378389,0.00002546665,0.0002158164,0.0003933061,0.000008810428,0.002172746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7898782,"threshold_uncertainty_score":0.4227183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985686454630998,"score_gpt":0.2632004695486888,"score_spread":0.2333436050023788,"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."}}