{"id":"W4205227655","doi":"10.2196/preprints.25407","title":"Protocol for the Pregnancy During the COVID-19 Pandemic (PdP) Study: A Longitudinal Cohort Study of Mental Health Among Pregnant Canadians During the COVID-19 Pandemic and Developmental Outcomes in Their Children (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Psychosocial; Pregnancy; Longitudinal study; Pandemic; Anxiety; Cohort study; Mental health; Socioeconomic status; Public health; Cohort; Distress; Depression (economics); Psychiatry; Demography; Coronavirus disease 2019 (COVID-19); Family medicine; Population; Clinical psychology; Environmental health; Nursing; Disease","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":[0.0171509,0.00270805,0.002179378,0.002866059,0.008126284,0.003991453,0.004969606,0.003076303,0.04571995],"category_scores_gemma":[0.01939221,0.002721772,0.002781289,0.004411294,0.00176452,0.002055886,0.002755474,0.003904295,0.01145578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209906,"about_ca_system_score_gemma":0.0534458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2297282,"about_ca_topic_score_gemma":0.3264837,"domain_scores_codex":[0.9906586,0.003747836,0.001426184,0.001646837,0.001369888,0.001150561],"domain_scores_gemma":[0.9876235,0.0009292819,0.001263451,0.001671389,0.006415553,0.002096882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04930897,0.007927558,0.09763466,0.02007876,0.001814283,0.002227592,0.006747636,0.002554129,0.004137506,0.01423968,0.7201279,0.07320136],"study_design_scores_gemma":[0.05524268,0.008561021,0.3603067,0.01643889,0.001245318,0.0006542964,0.007005671,0.003454798,0.002372732,0.005615946,0.5383985,0.0007034657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006469861,0.0004560193,0.002959839,0.000902916,0.0009998368,0.9273824,0.05531153,0.0001370668,0.005380569],"genre_scores_gemma":[0.005268952,0.0002833529,0.004252133,0.0008208004,0.0001616808,0.9772649,0.009936597,0.00001727811,0.001994395],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7702718,"threshold_uncertainty_score":0.4567821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08788693695262918,"score_gpt":0.3798165803038178,"score_spread":0.2919296433511887,"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."}}