{"id":"W3187314179","doi":"10.2196/30367","title":"Adapting to the Pandemic: Protocol of a Web-Based Perinatal Health Study to Improve Maternal and Infant Outcomes","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development","keywords":"Medicine; Pandemic; Pregnancy; Public health; Population; Intervention (counseling); Environmental health; Health care; Family medicine; Nursing; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0505634,0.002043742,0.002153071,0.001766729,0.004456513,0.002117866,0.00237167,0.00355297,0.03928595],"category_scores_gemma":[0.0447896,0.001746983,0.001836084,0.001591163,0.00192576,0.002550704,0.00340555,0.0053604,0.013074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003028653,"about_ca_system_score_gemma":0.01635298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854288,"about_ca_topic_score_gemma":0.006153178,"domain_scores_codex":[0.9733781,0.01848784,0.003639912,0.001437301,0.001660462,0.001396389],"domain_scores_gemma":[0.9794072,0.005109373,0.002400797,0.004583621,0.005996286,0.002502732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1677466,0.06636667,0.04272948,0.02583124,0.001015494,0.003711416,0.01520863,0.006100215,0.01113659,0.02495557,0.2308777,0.4043204],"study_design_scores_gemma":[0.1503129,0.08703642,0.1572571,0.01818837,0.0008242695,0.001135042,0.008834803,0.008208009,0.009508345,0.0233628,0.53455,0.000781971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00419946,0.0001109064,0.004317518,0.000510512,0.0002682506,0.9849876,0.002338504,0.0001214375,0.003145832],"genre_scores_gemma":[0.003268078,0.00006698332,0.004934366,0.0003877736,0.00003996424,0.9906617,0.0003010356,0.000007919243,0.000332136],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0505634,"threshold_uncertainty_score":0.267408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134467772366307,"score_gpt":0.5346496259924355,"score_spread":0.4001818536261285,"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."}}