{"id":"W2982510980","doi":"10.1186/s12884-019-2562-6","title":"Diabetes care in remote Australia: the antenatal, postpartum and inter-pregnancy period","year":2019,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council","keywords":"Medicine; Pregnancy; Focus group; Postpartum period; Reproductive medicine; Nursing; Health care; Family medicine; General partnership; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001022281,0.0001611529,0.0002773754,0.0004570276,0.003050534,0.001294598,0.0006416026,0.0005251979,0.002274987],"category_scores_gemma":[0.003396875,0.0002432911,0.0002020915,0.001037284,0.0009460277,0.0009278586,0.003081058,0.00158033,0.000153938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00497304,"about_ca_system_score_gemma":0.00773351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2784991,"about_ca_topic_score_gemma":0.3804845,"domain_scores_codex":[0.9988575,0.0004418802,0.00008501107,0.00009611058,0.0001516038,0.0003679463],"domain_scores_gemma":[0.9980306,0.0003049186,0.0003768281,0.00003849842,0.0001639209,0.001085178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002797025,0.00079178,0.618179,0.001696971,0.0001229459,0.008928422,0.2329294,0.0002031823,0.001782754,0.001381866,0.004194374,0.1295095],"study_design_scores_gemma":[0.00001721912,0.0002838876,0.8880913,0.0006332895,0.00002925744,0.001317743,0.1030786,0.0001249625,0.00007536341,0.0003376195,0.005987294,0.00002338748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865182,0.004006014,0.00008012659,0.004463997,0.00004836389,0.00005836103,0.00009482836,0.000006172208,0.004723961],"genre_scores_gemma":[0.9957297,0.002537913,0.0001680567,0.0007761926,0.00002400262,0.00005521653,0.00004605706,0.000002524481,0.0006603608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2784991,"threshold_uncertainty_score":0.5537561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510945914909826,"score_gpt":0.2687921850093147,"score_spread":0.2536827258602165,"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."}}