{"id":"W4399215627","doi":"10.1111/birt.12835","title":"Changes associated with the <scp>COVID</scp>‐19 pandemic on postpartum screening results in Ontario, Canada: The healthy babies healthy children screening tool","year":2024,"lang":"en","type":"article","venue":"Birth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Ottawa Hospital; Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Medicine; Pandemic; Psychosocial; Cross-sectional study; Coronavirus disease 2019 (COVID-19); Pregnancy; Postnatal Care; Pediatrics; Family medicine; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380833,0.0003361836,0.0004077555,0.000143606,0.0005216521,0.00007931729,0.0002563107,0.0001233175,0.00002494724],"category_scores_gemma":[0.0003148597,0.0001869774,0.00005797859,0.0004138634,0.0000965162,0.00007510097,0.00007952417,0.001250073,0.000009531627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009936091,"about_ca_system_score_gemma":0.002087235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7795284,"about_ca_topic_score_gemma":0.9840043,"domain_scores_codex":[0.9970633,0.0003201959,0.0004706917,0.0005396077,0.0007158753,0.0008902723],"domain_scores_gemma":[0.9976485,0.001355706,0.000195864,0.000446843,0.00004557921,0.0003074526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002226543,0.0000893399,0.9827683,0.0008698963,0.0001723661,0.0003513931,0.005004636,0.0001441049,0.000003925727,0.0002014123,0.006097918,0.002070191],"study_design_scores_gemma":[0.001781409,0.001420834,0.9642928,0.005958723,0.00004247826,0.0002281497,0.0004248718,0.0001610268,0.00001608976,0.00001276294,0.02555699,0.0001039083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720916,0.002474178,0.00001801834,0.02265529,0.0003678971,0.0013865,0.0001987875,0.0001818687,0.0006258321],"genre_scores_gemma":[0.9742262,0.0003236417,0.00004608318,0.02030502,0.000228424,0.000123262,0.0001541834,0.00005288752,0.004540295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.204476,"threshold_uncertainty_score":0.7624718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066590804185975,"score_gpt":0.2767328203604634,"score_spread":0.2360669123186037,"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."}}