{"id":"W4413566805","doi":"10.64628/aa.mu3dpween","title":"Should Australians be worried about waiting for a COVID vaccine when the UK has just approved Pfizer’s?","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Business; Family medicine; Psychology; Internal medicine; Outbreak; Infectious disease (medical specialty)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002701685,0.0007825178,0.001503671,0.0001129417,0.002430753,0.0001286144,0.001137525,0.002169843,0.002576412],"category_scores_gemma":[0.00111789,0.0005167,0.0004841092,0.0001436684,0.0000760318,0.00005810707,0.001164395,0.005100988,0.0001797942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877182,"about_ca_system_score_gemma":0.002959319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01563529,"about_ca_topic_score_gemma":0.02802629,"domain_scores_codex":[0.9930503,0.001263072,0.002176483,0.001358058,0.0005871283,0.001564927],"domain_scores_gemma":[0.9940353,0.001939903,0.00114197,0.001498244,0.0006056781,0.0007788957],"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":[0.0003404408,0.00007319819,0.002635072,0.0191216,0.0004177667,0.00001666439,0.06545367,0.00003737622,0.00008231122,0.02527994,0.8837689,0.002773132],"study_design_scores_gemma":[0.002101498,0.0001521526,0.001342928,0.002082411,0.0002029969,0.000003425766,0.08274473,0.001838394,0.00001675082,0.0037012,0.9050009,0.0008126345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0126735,0.001611429,0.01119971,0.9261547,0.005755005,0.0177108,0.001310855,0.000933746,0.02265031],"genre_scores_gemma":[0.9026418,0.0003448081,0.002709955,0.03623696,0.007424211,0.007700212,0.0005602513,0.0002593941,0.04212245],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8899683,"threshold_uncertainty_score":0.9997284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6570011235858731,"score_gpt":0.5194383044326936,"score_spread":0.1375628191531796,"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."}}