{"id":"W7064199094","doi":"","title":"Association of second trimester amniotic fluid constitutents with emergence of gestational diabetes mellitus","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Second trimester; Pregnancy; Gestation; First trimester","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.000363962,0.0002184707,0.0002210243,0.001286114,0.0003045303,0.0007782825,0.0003321603,0.000558258,0.003455095],"category_scores_gemma":[0.004989622,0.0002473831,0.0002227625,0.0009277813,0.0002318123,0.0002437912,0.0003050297,0.0007778298,0.0003001799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190391,"about_ca_system_score_gemma":0.000539582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125474,"about_ca_topic_score_gemma":0.006605795,"domain_scores_codex":[0.9996029,0.00008441792,0.00005830397,0.00006778075,0.0001010896,0.0000856833],"domain_scores_gemma":[0.9980499,0.0005853812,0.0006974933,0.0001407323,0.0002114919,0.0003150676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002000428,0.00002568333,0.9938945,0.0000161338,0.00001876765,0.000922234,0.0002075771,0.00001281999,0.000602133,0.00003439638,0.0002225567,0.00384314],"study_design_scores_gemma":[0.000007435698,0.0001394693,0.9932541,0.00005416134,0.00003964014,0.003882334,0.0006728058,0.0001684011,0.0006612971,0.00005504774,0.001056975,0.000008290542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946365,0.001748384,0.0001505649,0.000477798,0.00005015651,0.00001137859,0.0005134532,0.00001312724,0.002398683],"genre_scores_gemma":[0.9964503,0.001604368,0.0001879037,0.00007605336,0.00003821349,0.00001272918,0.0002573443,0.000005327744,0.001367676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125474,"threshold_uncertainty_score":0.0223785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031606423301671,"score_gpt":0.2531631174276844,"score_spread":0.2428470531946677,"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."}}