{"id":"W3164785630","doi":"10.31234/osf.io/w8hd5","title":"Protocol for the Canadian Pregnancy During the COVID-19 Pandemic study","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pregnancy; Psychosocial; Medicine; Anxiety; Pandemic; Socioeconomic status; Longitudinal study; Public health; Distress; Depression (economics); Cohort study; Demography; Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Population; Environmental health; Clinical psychology; Nursing","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":[0.0213322,0.002503643,0.002715671,0.004080397,0.01005978,0.004654962,0.004731707,0.002971937,0.1112017],"category_scores_gemma":[0.02190604,0.002752836,0.002913072,0.005160062,0.001763389,0.002035314,0.00266049,0.004562026,0.01489331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03486038,"about_ca_system_score_gemma":0.1242894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5807701,"about_ca_topic_score_gemma":0.7307678,"domain_scores_codex":[0.9898739,0.003601699,0.001578588,0.001456708,0.001720421,0.001768646],"domain_scores_gemma":[0.9833841,0.001565141,0.001279855,0.001844756,0.009884556,0.002041494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02647112,0.007026639,0.03074406,0.01673521,0.0007496833,0.001412587,0.008252003,0.00290762,0.001730382,0.01960963,0.7523044,0.1320568],"study_design_scores_gemma":[0.02748514,0.002893958,0.1150341,0.01436105,0.0005795779,0.0003690076,0.007254929,0.002359338,0.001175208,0.009284772,0.818579,0.0006239912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004328483,0.0008429979,0.003172659,0.001264043,0.0007899511,0.9217156,0.05437044,0.0001458493,0.01337],"genre_scores_gemma":[0.004810367,0.0005639271,0.005559098,0.001019626,0.0001620037,0.9773731,0.007915933,0.00002805122,0.002567881],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4192299,"threshold_uncertainty_score":0.8433977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921313613331712,"score_gpt":0.434515705681028,"score_spread":0.2423843443478569,"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."}}