{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308538,0.0003030711,0.0002737131,0.0009674081,0.001214622,0.0007062885,0.001094427,0.0002693091,0.001368406],"category_scores_gemma":[0.005016,0.0002815502,0.0004931514,0.00298939,0.0004970848,0.000282403,0.0009175241,0.0005220725,0.0001555534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02659851,"about_ca_system_score_gemma":0.03428356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943333,"about_ca_topic_score_gemma":0.9956052,"domain_scores_codex":[0.9988053,0.0001259855,0.0001081461,0.0001302213,0.0004710098,0.0003593174],"domain_scores_gemma":[0.9952668,0.000358001,0.0014676,0.0001510545,0.002006236,0.0007501877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007227797,0.00001816002,0.9922087,0.0000622099,0.00002828088,0.00004300151,0.001012584,0.0001266531,0.0001003744,0.00002682771,0.001307753,0.004993175],"study_design_scores_gemma":[0.000002194931,0.00001204061,0.9991173,0.00001580845,0.00000602231,0.000008358749,0.0004255752,0.00007480066,0.0000269779,0.000002533431,0.0003055675,0.000002834677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820058,0.0005695697,0.0002415322,0.0005447336,0.00001671658,0.0001528329,0.0131421,0.00002352143,0.003303194],"genre_scores_gemma":[0.9930432,0.0004500893,0.0004341257,0.0001123906,0.000006667417,0.00009402623,0.004638055,0.000008290093,0.001213121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02659851,"threshold_uncertainty_score":0.1929866,"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."}}