{"id":"W4366990153","doi":"10.1186/s12889-023-15351-1","title":"The association between risk perceptions, anxiety, and self-reported changes in tobacco and nicotine product use due to COVID-19 in May-June 2020 in Israel","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research; University of Warwick; Tel Aviv University; Ontario Institute for Cancer Research","keywords":"Biostatistics; Medicine; Public health; Environmental health; Nicotine; Pandemic; Anxiety; Multinomial logistic regression; Electronic cigarette; Cross-sectional study; Coronavirus disease 2019 (COVID-19); Logistic regression; Epidemiology; Population; Tobacco product; Demography; Psychiatry; Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000739258,0.000171662,0.0001463166,0.0004793,0.0003388823,0.0007223382,0.0002903294,0.000435789,0.0008321973],"category_scores_gemma":[0.001484141,0.0001501427,0.0003327118,0.0003383657,0.0003245689,0.0002850031,0.0004844255,0.0007035171,0.000131922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009558203,"about_ca_system_score_gemma":0.0004230705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03315557,"about_ca_topic_score_gemma":0.04233125,"domain_scores_codex":[0.9996176,0.0001026693,0.00003278074,0.00004371255,0.00008140235,0.0001218509],"domain_scores_gemma":[0.9985685,0.000175567,0.0006122949,0.00002841868,0.0001613492,0.0004538029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002855411,0.00006581029,0.9991061,0.000002559009,0.00001137444,0.00002051905,0.0001806239,0.00001695139,0.00003429995,0.000006681889,0.00007280117,0.0004536382],"study_design_scores_gemma":[0.000001185396,0.00004363301,0.9992194,0.00000243341,0.000002818418,0.00002450881,0.0005574996,0.00008235563,0.00001597798,0.00000388774,0.00004479285,0.000001542224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993956,0.00003161345,0.00001320378,0.00006422609,0.000003922827,0.00000648629,0.0001819742,9.658135e-7,0.0003019948],"genre_scores_gemma":[0.9996742,0.00002258209,0.00001477295,0.00002648617,0.000005392114,0.000004357523,0.0001724214,3.252646e-7,0.00007951419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03315557,"threshold_uncertainty_score":0.06592512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07739082482406785,"score_gpt":0.3671426477628807,"score_spread":0.2897518229388129,"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."}}