{"id":"W2577452383","doi":"10.1186/s12886-016-0398-7","title":"Gestational diabetes mellitus and retinal microvasculature","year":2017,"lang":"en","type":"article","venue":"BMC Ophthalmology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Medical Research Council; Medical Research Council; National Research Foundation; Duke-NUS Medical School","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Retinal; Obstetrics; Pregnancy; Gestation; Cardiology; Internal medicine; Ophthalmology; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.000210329,0.00009589647,0.0001699551,0.00007340078,0.0002119486,0.00005310275,0.0001141423,0.00007140251,0.0003099453],"category_scores_gemma":[0.0004431814,0.00008346108,0.00005363981,0.00002321064,0.0002451052,0.00007449472,0.0001246943,0.0001332153,0.00005876699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001920783,"about_ca_system_score_gemma":0.00006299005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001788928,"about_ca_topic_score_gemma":0.000002113224,"domain_scores_codex":[0.9991253,0.00004198453,0.0001130657,0.0002460173,0.0001933177,0.0002803141],"domain_scores_gemma":[0.9992507,0.0001087725,0.00006108762,0.0003318632,0.0001039575,0.0001435833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008877437,0.00007946416,0.9892895,0.0002881906,0.00008891284,0.0001092672,0.00002707133,0.000002934587,0.002942202,0.004565903,0.001241691,0.001276109],"study_design_scores_gemma":[0.0008640602,0.0002174511,0.9929637,0.00003001256,0.00003349256,0.0001900678,0.00001937039,0.0001461674,0.0002700211,0.002742478,0.002445125,0.00007807448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917234,0.0009133273,0.00003547275,0.00166637,0.00008766605,0.000239489,0.00001098252,0.00001289553,0.005310352],"genre_scores_gemma":[0.9883755,0.00006094889,0.008082801,0.000124725,0.0001007832,0.00003298624,0.0000735481,0.00001100753,0.003137687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008047328,"threshold_uncertainty_score":0.3403444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344917608596273,"score_gpt":0.3313270188713209,"score_spread":0.2968352580116936,"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."}}