{"id":"W6907235811","doi":"10.20381/ruor-29283","title":"The Pandemic Pregnancy: Canadian Maternity Experiences During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Pregnancy; Prenatal care; Health care; Public health; Maternity care; Perception; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00241856,0.0001024929,0.0001639554,0.0004788959,0.002034331,0.00003959667,0.0006236071,0.00009453383,0.000381583],"category_scores_gemma":[0.001921979,0.00007508609,0.00008633951,0.001285737,0.0009575054,0.0001575355,0.0002314858,0.0005208246,0.0001574454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057751,"about_ca_system_score_gemma":0.001625897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07015985,"about_ca_topic_score_gemma":0.2129651,"domain_scores_codex":[0.9976397,0.0003607778,0.0001221673,0.000355752,0.0008374087,0.0006841781],"domain_scores_gemma":[0.9978086,0.0005968009,0.00006583461,0.0007494566,0.0002083984,0.000570904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003960708,0.00001785393,0.9769371,0.0001741691,0.00005208748,0.0001666637,0.01143031,0.00002791949,0.001865912,0.0002325073,0.006321682,0.002734243],"study_design_scores_gemma":[0.0008379081,0.0001252111,0.7514043,0.00007350468,0.00001921681,0.00009569489,0.04895632,0.0002104237,0.0001468792,0.0002180307,0.1978,0.0001124495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734768,0.0001046314,0.00001148898,0.0237671,0.0001164993,0.0006304006,0.00001773985,0.0001477528,0.001727647],"genre_scores_gemma":[0.9788969,0.0009035222,0.000008942628,0.0001142377,0.00006770025,0.000005736638,0.000007229581,0.00001204118,0.01998367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255327,"threshold_uncertainty_score":0.9992649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686135890269308,"score_gpt":0.3968073602948791,"score_spread":0.2281937712679483,"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."}}