{"id":"W4386584274","doi":"10.1097/01.eem.0000820856.77902.7b","title":"News","year":2022,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Quarter (Canadian coin); Misinformation; Emergency department; Health care; Psychiatry; Family medicine; Demography; Environmental health; Geography; Political science; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005581063,0.0001062782,0.0001868317,0.0001035489,0.00114498,0.000003277838,0.0003943907,0.00002993088,0.1770597],"category_scores_gemma":[0.0003285216,0.00009868627,0.00007900893,0.0006836199,0.00001940701,0.000118478,0.0000910713,0.000218338,0.0001614869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009643497,"about_ca_system_score_gemma":0.0001380883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373509,"about_ca_topic_score_gemma":0.00784089,"domain_scores_codex":[0.9981421,0.0002576469,0.0003529666,0.0002443675,0.0006476413,0.0003553057],"domain_scores_gemma":[0.9993789,0.00003974212,0.0001049838,0.0002545982,0.00005318063,0.0001686168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000945619,0.0000364122,0.03883556,0.000003765363,0.000008960493,0.000009641493,0.01295212,0.000006945897,0.0001053491,0.01083221,0.9317953,0.005404299],"study_design_scores_gemma":[0.0002750833,0.0001261679,0.004043421,0.000003482568,0.00001700252,0.000001051047,0.01645307,0.000004375358,0.000002831809,0.003626895,0.9753292,0.0001173868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1002586,0.004187639,0.0001751368,0.07170723,0.009292435,0.0003724774,0.000004453065,0.0001865886,0.8138155],"genre_scores_gemma":[0.7540901,0.004615016,0.00006961633,0.002880402,0.006951514,0.0001278081,0.00002413349,0.00003584661,0.2312056],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6538315,"threshold_uncertainty_score":0.9928325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960805438876144,"score_gpt":0.3513332534739488,"score_spread":0.3017251990851874,"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."}}