{"id":"W7140155799","doi":"","title":"Examining Neighbourhood Socioeconomic Status, Anxiety and Depression during Pregnancy, and Preterm Birth","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Neighbourhood (mathematics); Anxiety; Socioeconomic status; Logistic regression; Correlation; Cohort; Pregnancy; Cohort study","routes":{"ca_aff":false,"ca_fund":true,"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":[0.000986392,0.0002267102,0.0002665864,0.0008023767,0.0007123479,0.0007180116,0.0003916328,0.0002309562,0.001274999],"category_scores_gemma":[0.003323164,0.0001165091,0.0004749597,0.001001345,0.0003511978,0.0001847868,0.0006028435,0.0003290956,0.00007594451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674581,"about_ca_system_score_gemma":0.002692978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3949372,"about_ca_topic_score_gemma":0.4658162,"domain_scores_codex":[0.9996339,0.0001011213,0.00002141156,0.00005374721,0.0001085008,0.00008122106],"domain_scores_gemma":[0.998409,0.0004111336,0.0004263549,0.00007778909,0.0002926756,0.0003830765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003501534,0.00001394203,0.9974107,0.00001720568,0.00008039872,0.00002920785,0.0001525882,0.00008884538,0.00004638208,0.00003216908,0.0000556247,0.002037946],"study_design_scores_gemma":[0.000001192534,0.00002282752,0.9994579,0.00001263426,0.00003916389,0.00002261489,0.0001933538,0.0001383525,0.00001473565,0.00002292985,0.00007276176,0.000001590546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986501,0.0004597977,0.00007290521,0.00007148187,0.00000362207,0.000005352159,0.0002519043,0.000002455052,0.0004825475],"genre_scores_gemma":[0.99949,0.0001666771,0.00007496063,0.000006963387,0.000001808626,0.000004248579,0.0001540316,5.82e-7,0.0001006731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949372,"threshold_uncertainty_score":0.7852768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552846991380132,"score_gpt":0.3105276284694279,"score_spread":0.2849991585556266,"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."}}