{"id":"W1977216929","doi":"10.1016/j.wombi.2013.10.001","title":"Australian women's experiences of living with gestational diabetes","year":2013,"lang":"en","type":"article","venue":"Women and Birth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Thematic analysis; Gestational diabetes; Anxiety; Pregnancy; Medicine; Qualitative research; Psychology; Family medicine; Psychiatry; Gestation; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001008724,0.00006543492,0.0001164995,0.00008535109,0.00003446008,0.00002498716,0.00003546343,0.00001385051,0.00281335],"category_scores_gemma":[0.00006287156,0.00004405621,0.000009496621,0.0001096691,0.0001187602,0.0001094787,0.00002456804,0.00004228097,0.00001679124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003163788,"about_ca_system_score_gemma":0.00003592829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008245966,"about_ca_topic_score_gemma":6.536603e-7,"domain_scores_codex":[0.9992451,0.00001412005,0.0000949052,0.0001163574,0.0002517793,0.0002777429],"domain_scores_gemma":[0.9995511,0.00009033807,0.00003091215,0.00006505764,0.00007682675,0.0001857968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008123287,0.000541559,0.8109732,0.001614335,0.0003505308,0.00001138348,0.142997,0.00001306428,0.008438067,0.001563529,0.004531804,0.02888435],"study_design_scores_gemma":[0.0003324019,0.001135903,0.9023277,0.0001147986,0.000003200591,0.000001552548,0.09342872,0.00008912268,0.0003753812,0.0003121626,0.001789587,0.00008942353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984106,0.00002786343,0.00000419243,0.0003414568,0.00001059775,0.0001890115,0.000003120726,0.00001263375,0.00100052],"genre_scores_gemma":[0.9923027,0.00002054674,0.0004474694,0.0002036292,0.000017598,0.0005911688,0.000003400141,0.000005237963,0.006408242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09135455,"threshold_uncertainty_score":0.9980982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009100981305844127,"score_gpt":0.240179427925917,"score_spread":0.2310784466200729,"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."}}