{"id":"W4283830411","doi":"10.3390/healthcare10071261","title":"Healthcare Avoidance before and during the COVID-19 Pandemic among Australian Youth: A Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Longitudinal study; Psychology; Longitudinal data; Medicine; Virology; Political science; Demography; Sociology; Infectious disease (medical specialty); Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001340238,0.0003249658,0.0004150892,0.0001756249,0.002911897,0.00003963645,0.0004407625,0.0001183057,0.0005170152],"category_scores_gemma":[0.00005317942,0.0002788595,0.00009306599,0.0005544244,0.0001880941,0.0000834289,0.000384251,0.001359568,0.00002366133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117122,"about_ca_system_score_gemma":0.00077953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1301492,"about_ca_topic_score_gemma":0.1310219,"domain_scores_codex":[0.9954374,0.001382262,0.0006174176,0.0009635151,0.0005606629,0.001038712],"domain_scores_gemma":[0.9977523,0.0001883326,0.0002703743,0.0008466698,0.00005206059,0.0008902569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003246808,0.0001911032,0.9138648,0.0005797158,0.00003228129,0.0001759057,0.0823026,0.00001075979,9.648393e-7,0.0004199239,0.0003703911,0.001726858],"study_design_scores_gemma":[0.001506174,0.001144887,0.8640205,0.00002140322,0.00002331764,0.0002711465,0.1265667,0.000002509134,2.403143e-7,0.0001964271,0.006039008,0.0002077021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671031,0.001830799,0.000004042467,0.02679661,0.001052395,0.00238242,0.0005460543,0.0002308998,0.00005364281],"genre_scores_gemma":[0.988769,0.00005512244,0.00000634663,0.007771374,0.0002776094,0.0007804093,0.00006270307,0.00005377307,0.002223675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04984431,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871407704420089,"score_gpt":0.4529866590674434,"score_spread":0.2658458886254345,"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."}}