{"id":"W4392762161","doi":"10.1111/apa.17209","title":"Births in the Nordics 2021 to 2022—Pandemic fluctuation or fundamental shift?","year":2024,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Speculation; Pandemic; Demography; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Birth rate; Demographic economics; Population; Fertility; Economics; Sociology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007349145,0.0001567581,0.0001912927,0.0004505939,0.00006128345,0.0000874785,0.0001511871,0.00009550029,0.0006455046],"category_scores_gemma":[0.001102703,0.0001050962,0.00008946283,0.002038078,0.00002604133,0.0001711622,0.00006557957,0.0003953169,0.0004627268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004068117,"about_ca_system_score_gemma":0.0004347902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639101,"about_ca_topic_score_gemma":0.0001261169,"domain_scores_codex":[0.9983519,0.00008695727,0.0003007528,0.0004490142,0.000508659,0.0003027185],"domain_scores_gemma":[0.9988455,0.0004680034,0.00003985364,0.0004907114,0.00003121726,0.0001247573],"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":[0.001757401,0.0007899452,0.2909294,0.0009511441,0.0001659084,0.0006111147,0.02073172,0.00009934065,0.02866485,0.0002669437,0.2404078,0.4146244],"study_design_scores_gemma":[0.001439414,0.001058764,0.4656104,0.0001112686,0.0002927086,0.0002120707,0.001400058,0.000773809,0.0002572229,0.0004092513,0.5280316,0.0004033782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365628,0.001030267,0.0001743199,0.05933667,0.001079334,0.001018415,0.00002297683,0.0001362502,0.0006389234],"genre_scores_gemma":[0.9932845,0.0005198045,0.0001421867,0.00309932,0.001981246,0.00006801666,0.00004069029,0.00003025071,0.0008339341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.414221,"threshold_uncertainty_score":0.7067823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086066737006854,"score_gpt":0.3481222240410463,"score_spread":0.3172615566709777,"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."}}