{"id":"W4229016225","doi":"10.22454/fammed.2022.922801","title":"Delays in Children’s Preventive Health Services During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Family Medicine","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Quarter (Canadian coin); Isolation (microbiology); Environmental health; Preventive healthcare; Coronavirus disease 2019 (COVID-19); Public health; Family medicine; Medical emergency; Nursing; Disease; Geography; 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":[0.003817837,0.0002056686,0.0005970291,0.0001032488,0.0006610611,0.000003778637,0.0004904168,0.00004049536,0.0002699805],"category_scores_gemma":[0.001832659,0.0001227671,0.00006905299,0.0004505686,0.0001600992,0.00003227603,0.0006117052,0.0005528416,0.000007183556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567681,"about_ca_system_score_gemma":0.0001105998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005721058,"about_ca_topic_score_gemma":0.0009785729,"domain_scores_codex":[0.9970818,0.0009635153,0.0006529473,0.0004023954,0.000451852,0.0004474602],"domain_scores_gemma":[0.9959882,0.003130762,0.0003221266,0.0003836558,0.00002032405,0.0001549473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000077818,0.0001137003,0.9772241,0.0003846861,0.00008920972,0.00001382471,0.009317544,0.0003755561,0.00006733186,0.001636132,0.01035683,0.0003432628],"study_design_scores_gemma":[0.001967775,0.0003120577,0.9364923,0.00009963954,0.00003487751,0.00005359647,0.0075484,0.0001423279,6.881952e-7,0.04004585,0.01312543,0.0001770382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740725,0.005139179,0.000346704,0.01882818,0.0001591664,0.001008374,0.00003982895,0.0001677156,0.0002384234],"genre_scores_gemma":[0.9594465,0.0007164232,0.0001152216,0.03892264,0.0001854265,0.0003130528,0.00001778881,0.00001876928,0.0002642128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04073178,"threshold_uncertainty_score":0.8648567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034508591627276,"score_gpt":0.4380999480612283,"score_spread":0.2346490888985007,"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."}}