{"id":"W4283522293","doi":"10.1016/j.jval.2022.04.997","title":"HPR71 Regulatory Journey on Vaccination Against COVID-19 in Brazil","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Normative; Vaccination; Pillar; Coronavirus disease 2019 (COVID-19); Business; Political science; Medicine; Geography; Virology; Engineering; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0164408,0.00012197,0.0002636719,0.000725641,0.001360291,0.00004478004,0.0004955681,0.0001034765,0.0006055091],"category_scores_gemma":[0.002938069,0.0001491368,0.00004210942,0.0017301,0.00006131167,0.000226155,0.00009954201,0.0007791287,0.00003147155],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01129777,"about_ca_system_score_gemma":0.01065202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05193327,"about_ca_topic_score_gemma":0.007959086,"domain_scores_codex":[0.9924597,0.004367261,0.0007614879,0.0004227939,0.001119914,0.0008688289],"domain_scores_gemma":[0.9978573,0.0008075513,0.0003127481,0.0003150399,0.00003695425,0.0006704096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000162269,0.001016256,0.1067417,0.0005026046,0.000007525219,0.0001036656,0.1216278,0.1607276,0.000006101718,0.4091658,0.1175266,0.08241197],"study_design_scores_gemma":[0.001313702,0.0002048539,0.1158323,0.0000493817,5.858518e-7,0.000002708512,0.00690957,0.003274199,0.00000119299,0.01201016,0.8601732,0.00022814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6882991,0.0006716013,0.00003186609,0.2741668,0.002114671,0.001483861,0.00003681566,0.0002102391,0.03298508],"genre_scores_gemma":[0.9510373,0.000380203,0.000142268,0.04739855,0.0002494558,0.0001342331,0.00001494608,0.00002159396,0.000621441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7426466,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035779132047259,"score_gpt":0.4248794316950125,"score_spread":0.3213015184902867,"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."}}