{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003162262,0.0003473677,0.0005324239,0.001761412,0.000732739,0.002030279,0.0008319527,0.000780851,0.003051087],"category_scores_gemma":[0.006317312,0.0002197978,0.0004878322,0.002609634,0.0007123272,0.001198252,0.001182493,0.001521988,0.0005499136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106275,"about_ca_system_score_gemma":0.003023323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07481355,"about_ca_topic_score_gemma":0.06897955,"domain_scores_codex":[0.9990137,0.0001743426,0.0001249178,0.0002771919,0.0001919496,0.0002178752],"domain_scores_gemma":[0.9981326,0.0004359102,0.0006384311,0.0001431626,0.0004218835,0.0002279024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006555902,0.00009637521,0.723799,0.001184993,0.0005803711,0.002107978,0.00826827,0.00286381,0.00111221,0.02226885,0.09124166,0.1458208],"study_design_scores_gemma":[0.00001909941,0.0000910825,0.9068115,0.001668264,0.0000788576,0.0007979601,0.01300727,0.001358905,0.0004157919,0.004336471,0.07132006,0.00009468978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801828,0.06405646,0.002273909,0.05413712,0.006303349,0.0001646966,0.05017888,0.0004286839,0.04227403],"genre_scores_gemma":[0.9697711,0.01312304,0.001040611,0.004089523,0.0007880622,0.00007603707,0.009939919,0.00009308868,0.001078648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07481355,"threshold_uncertainty_score":0.1487561,"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."}}