{"id":"W4413565019","doi":"10.64628/aam.sgsjjvtfp","title":"To build back better after COVID-19, we must support parents","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Computer science; Virology; Medicine; 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":[0.008372258,0.0006407596,0.0008122729,0.0007660256,0.00793105,0.008121109,0.001284197,0.00508656,0.08387602],"category_scores_gemma":[0.05898022,0.0005052352,0.0008962341,0.0007135417,0.001906337,0.006626601,0.007840425,0.01476507,0.03844576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003046689,"about_ca_system_score_gemma":0.01755211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208508,"about_ca_topic_score_gemma":0.02017921,"domain_scores_codex":[0.9946273,0.002438651,0.0002229667,0.0002459886,0.0009866935,0.001478418],"domain_scores_gemma":[0.9413179,0.008033742,0.00236408,0.003598791,0.0130083,0.03167718],"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":[0.0001047463,0.0002479828,0.01064192,0.0001543265,0.00003328867,0.000815127,0.005583686,0.00003388771,0.0004613923,0.01363622,0.8152969,0.1529905],"study_design_scores_gemma":[0.00003353224,0.0001466432,0.01079015,0.0009880126,0.00003046586,0.0008066825,0.01624604,0.00007160089,0.0005291316,0.01234416,0.9579588,0.00005468725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01206394,0.006437768,0.003485496,0.8634521,0.03726472,0.00013385,0.000788302,0.0005945819,0.07577924],"genre_scores_gemma":[0.1946371,0.02579996,0.02781051,0.4015357,0.02010358,0.0008371284,0.002997956,0.002734712,0.3235433],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08387602,"threshold_uncertainty_score":0.2805932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0604095570912782,"score_gpt":0.3576264508649642,"score_spread":0.297216893773686,"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."}}