{"id":"W4413514603","doi":"10.64628/aam.7chvhxg5x","title":"Managing postpartum depression: New moms isolated by coronavirus pandemic","year":2020,"lang":"en","type":"article","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Depression (economics); Coronavirus; Coronavirus disease 2019 (COVID-19); Postpartum depression; Virology; Medicine; Pregnancy; Biology; Economics; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005718139,0.0001919308,0.0003411716,0.0002392706,0.001537823,0.001082909,0.0004178918,0.001068139,0.00239229],"category_scores_gemma":[0.004488849,0.0001360065,0.0002746717,0.000192869,0.0002483688,0.0009631737,0.00116954,0.002276212,0.0003119427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006503497,"about_ca_system_score_gemma":0.00180025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003868759,"about_ca_topic_score_gemma":0.01133093,"domain_scores_codex":[0.99961,0.0001047482,0.00003719763,0.00003641518,0.00006091542,0.0001507351],"domain_scores_gemma":[0.9990791,0.0001289246,0.0001366681,0.00002446915,0.0001245928,0.0005062256],"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":[0.0005680185,0.001083516,0.3672153,0.0005597657,0.0002203991,0.028923,0.007734228,0.0002185559,0.003033852,0.001855468,0.1258045,0.4627834],"study_design_scores_gemma":[0.0004561915,0.002837825,0.5301197,0.004691274,0.0006613669,0.05578307,0.108841,0.002194799,0.001321491,0.01246138,0.2804888,0.0001432085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.633037,0.03504219,0.00176886,0.2806463,0.007501604,0.0002327521,0.0002522741,0.0001114935,0.04140745],"genre_scores_gemma":[0.931712,0.02203535,0.002219614,0.03271748,0.006010801,0.0001265817,0.0002072213,0.00003292227,0.004937962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003868759,"threshold_uncertainty_score":0.008002996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370480792671678,"score_gpt":0.3144938380478655,"score_spread":0.2707890301211487,"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."}}