{"id":"W2973443104","doi":"10.1016/j.jcjd.2019.07.042","title":"34 - E-Learning Program for GDM Patients","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Foundation (evidence); Class (philosophy); Diabetes mellitus; Medical education; Physical therapy; Pregnancy; Gestation; Artificial intelligence; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003854596,0.0002868735,0.0002003511,0.0004152233,0.00109919,0.0004974704,0.0005134632,0.0006022456,0.1061553],"category_scores_gemma":[0.001251995,0.000121687,0.0004385963,0.0002528476,0.0001366594,0.0004449202,0.002011649,0.0009729244,0.01288203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007954907,"about_ca_system_score_gemma":0.003816932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002864802,"about_ca_topic_score_gemma":0.006166911,"domain_scores_codex":[0.9997833,0.00003697939,0.00001043549,0.00002469928,0.00001960076,0.0001249468],"domain_scores_gemma":[0.9985274,0.00007384477,0.00003483071,0.00002625119,0.00008440353,0.00125316],"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":[0.003004042,0.0561026,0.0962847,0.0004253286,0.0000342679,0.003392727,0.001422514,0.0004912456,0.002248917,0.001250411,0.1863288,0.6490145],"study_design_scores_gemma":[0.006007494,0.01744041,0.5015889,0.00132984,0.000182282,0.006375847,0.006986009,0.003336656,0.005639685,0.004499169,0.4464121,0.0002014381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8099934,0.0006122286,0.002622726,0.01469422,0.001042334,0.003029825,0.003784731,0.00125757,0.162963],"genre_scores_gemma":[0.7952355,0.001167504,0.01897625,0.009163689,0.0006184066,0.002640154,0.003674223,0.0001594821,0.1683648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971352,"threshold_uncertainty_score":0.3551248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008463290545866024,"score_gpt":0.2396833928308268,"score_spread":0.2312201022849608,"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."}}