{"id":"W3111473643","doi":"10.1136/bmj.m4750","title":"Reserving coronavirus disease 2019 vaccines for global access: cross sectional analysis","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alliance for a Healthier World, Johns Hopkins University; Johns Hopkins Bloomberg School of Public Health; Johns Hopkins University","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Cross-sectional study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Pandemic; Disease; Computer science; Infectious disease (medical specialty); Outbreak; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006747562,0.0004424995,0.0003566844,0.002005899,0.0002997815,0.001089824,0.0006045132,0.0007433149,0.006397296],"category_scores_gemma":[0.01189431,0.0004510532,0.0011779,0.002426265,0.0002603621,0.001533126,0.001147136,0.0009577036,0.001307521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022022,"about_ca_system_score_gemma":0.0007497797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242935,"about_ca_topic_score_gemma":0.002274539,"domain_scores_codex":[0.996343,0.001303859,0.0005218424,0.0008418898,0.0005872284,0.0004021539],"domain_scores_gemma":[0.9807725,0.004960117,0.01117214,0.0009088118,0.001573348,0.0006130601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001452641,0.00005045234,0.9957996,0.00006332505,0.0002715375,0.00001938056,0.00005574997,0.0001524444,0.00003744583,0.000123235,0.0009752128,0.002306236],"study_design_scores_gemma":[0.00002566481,0.0004056093,0.9943976,0.0001054265,0.0003156472,0.0001547736,0.0006302488,0.001002125,0.0001432596,0.0001013207,0.002705303,0.00001287827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715601,0.00179264,0.001752847,0.0003636312,0.00003771369,0.0003365458,0.02066227,0.00002384721,0.003470362],"genre_scores_gemma":[0.9840207,0.0005483968,0.0009824821,0.0003137157,0.0000458966,0.0005114733,0.01241939,0.00001309338,0.001144861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006747562,"threshold_uncertainty_score":0.03568494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117374697608179,"score_gpt":0.4505961724696516,"score_spread":0.3388587027088337,"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."}}