{"id":"W6939717864","doi":"10.6084/m9.figshare.c.5346668.v1","title":"A potential role for insulin treatment during pregnancy in reducing postpartum psychological distress in maternal obesity: an administrative population health study","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pregnancy; Gestational diabetes; Obesity; Insulin; Diabetes mellitus; Population; Cohort study; Depression (economics); Poisson regression","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":[0.002446,0.0002537518,0.0003212598,0.0006935089,0.0004908852,0.001025745,0.00115067,0.0007276734,0.000887115],"category_scores_gemma":[0.007943061,0.0004793925,0.0012697,0.001715355,0.0002502862,0.0004200516,0.0007490962,0.001051397,0.0001209882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000507284,"about_ca_system_score_gemma":0.000778489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03011102,"about_ca_topic_score_gemma":0.02488887,"domain_scores_codex":[0.9981081,0.001128662,0.0001429064,0.0002094511,0.0001473758,0.0002634197],"domain_scores_gemma":[0.99643,0.0008536492,0.001577559,0.0003995942,0.0002219151,0.0005173809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650607,0.0000908697,0.9981505,0.00001183084,0.0001864856,0.00003866879,0.00005090027,0.00004138771,0.00004503094,0.00002970488,0.0001457941,0.00104372],"study_design_scores_gemma":[0.00001682672,0.00007256764,0.9991775,0.000008806192,0.00009308446,0.00002949591,0.0001103893,0.000378757,0.00001526847,0.00002102986,0.00007344686,0.000002732335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978249,0.0004050618,0.0001774312,0.0003293253,0.00001770551,0.00001754867,0.000836498,0.000004939823,0.0003865527],"genre_scores_gemma":[0.9991642,0.0001615533,0.0001363522,0.00009796749,0.00001597611,0.00002017457,0.0003236622,0.000001506022,0.00007865508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03011102,"threshold_uncertainty_score":0.05987149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487099256747912,"score_gpt":0.3208032083755839,"score_spread":0.2759322158081048,"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."}}