{"id":"W3202315485","doi":"10.21203/rs.3.rs-61702/v1","title":"Mood Symptoms and Other Maternal Factors in Pregnancy and Adverse Neonate Outcomes","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Mood; Pregnancy; Obstetrics; Adverse effect; Medicine; Psychology; Psychiatry; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005870719,0.0002104299,0.0002371299,0.0005804105,0.0003145126,0.0007428723,0.0003047234,0.0004304724,0.004156587],"category_scores_gemma":[0.004736542,0.000199596,0.0005216502,0.0007066773,0.0001831782,0.0002708588,0.00060485,0.0007401346,0.0003358526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185749,"about_ca_system_score_gemma":0.0004892841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268165,"about_ca_topic_score_gemma":0.01514675,"domain_scores_codex":[0.9997049,0.0001298883,0.00002104906,0.00003551381,0.00003969238,0.00006893526],"domain_scores_gemma":[0.9986649,0.0003908821,0.0004266766,0.00006722131,0.00007766335,0.000372756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119229,0.00006196887,0.9947095,0.00002278768,0.0001366048,0.00009918864,0.0001076437,0.00003090666,0.0000806821,0.00007562789,0.0004316253,0.004031518],"study_design_scores_gemma":[0.000005337453,0.00003249437,0.9994837,0.00001948195,0.00002722139,0.00005422864,0.0001080194,0.00004210124,0.00001078308,0.00004968845,0.0001648689,0.000001885061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921305,0.002523586,0.00007139274,0.0005801714,0.00007427241,0.00001015963,0.001371336,0.000006134338,0.003232583],"genre_scores_gemma":[0.9960002,0.00157494,0.0001055371,0.00009425551,0.00006089169,0.00001743256,0.000605449,0.000005937275,0.001535285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268165,"threshold_uncertainty_score":0.02521569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07382136614273055,"score_gpt":0.4037395571281267,"score_spread":0.3299181909853962,"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."}}