{"id":"W2214495600","doi":"10.1016/j.cjca.2015.07.086","title":"EREFERRED IN PEDIATRIC ECHOCARDIOGRAM INTERPRETATION SERVICES IN THE MARITIME PROVINCES OF CANADA","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Door-to-balloon; Nova scotia; Family medicine; Pediatrics; Medical emergency; Archaeology; Geography; Cath lab; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008488044,0.0003141179,0.0002837235,0.001376968,0.00403644,0.001995156,0.001746648,0.0009004136,0.00688681],"category_scores_gemma":[0.006852233,0.0004220337,0.0005007416,0.003235285,0.001110678,0.0005436671,0.001624994,0.001443134,0.0003565722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04971935,"about_ca_system_score_gemma":0.1403995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911771,"about_ca_topic_score_gemma":0.9965746,"domain_scores_codex":[0.9969468,0.0002977644,0.0001737433,0.0002055093,0.0008084264,0.001567811],"domain_scores_gemma":[0.9911986,0.0007414401,0.001402007,0.0001318684,0.003072956,0.003453114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009859652,0.0001138199,0.9288098,0.0001901076,0.00006189394,0.001999537,0.003022797,0.0004639398,0.000590042,0.002719894,0.02059205,0.0413375],"study_design_scores_gemma":[0.00004390686,0.00006331579,0.9392391,0.000826371,0.00007130567,0.001753253,0.02333215,0.001873391,0.0005176372,0.000399385,0.03182583,0.00005440275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276066,0.005205247,0.0007315165,0.02556344,0.0003814963,0.0002054508,0.004254805,0.0001397045,0.03591178],"genre_scores_gemma":[0.9847489,0.002415213,0.001546166,0.004101748,0.00006713911,0.00004974014,0.0007047978,0.00004489946,0.006321413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04971935,"threshold_uncertainty_score":0.3607408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244324454399202,"score_gpt":0.2820796315884738,"score_spread":0.2596363870444818,"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."}}