{"id":"W3106767496","doi":"10.2196/23157","title":"Experiences, Attitudes, and Needs of Users of a Pregnancy and Parenting App (Baby Buddy) During the COVID-19 Pandemic: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Mental health; Population; Pregnancy; Anxiety; Family medicine; Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health","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":[0.003894077,0.0003028388,0.0006636702,0.0008138131,0.001892375,0.002086056,0.0005105868,0.0008679265,0.001946302],"category_scores_gemma":[0.007939969,0.0006533375,0.0006270285,0.0007148553,0.000836031,0.001777064,0.001893238,0.001078607,0.000320568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009592587,"about_ca_system_score_gemma":0.00107931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00564371,"about_ca_topic_score_gemma":0.01047468,"domain_scores_codex":[0.997748,0.001273288,0.0001840425,0.0001937035,0.0002877922,0.0003132481],"domain_scores_gemma":[0.9958816,0.00210125,0.0008681304,0.0001525547,0.0005332625,0.0004631903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000494107,0.00110847,0.4161844,0.0008785087,0.0001174333,0.001588907,0.5466844,0.00004504036,0.001758667,0.0003125386,0.00117643,0.02965102],"study_design_scores_gemma":[0.0000362983,0.00213408,0.2592095,0.0005142164,0.0000724608,0.001516084,0.7305977,0.0002519203,0.000510063,0.0001603155,0.004925372,0.00007203058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987748,0.0002272941,0.000116642,0.0001047837,0.000006478256,0.0001190858,0.0001275621,0.000002019961,0.0005213591],"genre_scores_gemma":[0.9965864,0.0006948286,0.0007239151,0.0004238362,0.00001505568,0.000559123,0.0001171678,0.000005639071,0.0008738922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00564371,"threshold_uncertainty_score":0.02059406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142559149945354,"score_gpt":0.4757524762320597,"score_spread":0.3331933262867056,"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."}}