{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007759733,0.0002488023,0.0004487487,0.0007439332,0.007633933,0.004630907,0.0008758645,0.00771856,0.02742525],"category_scores_gemma":[0.04872055,0.0004426978,0.0005325698,0.001100507,0.003774052,0.006836955,0.003222841,0.01133559,0.003799302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005902627,"about_ca_system_score_gemma":0.02537211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1574695,"about_ca_topic_score_gemma":0.199556,"domain_scores_codex":[0.9940563,0.002238529,0.000220786,0.0002566355,0.001223673,0.002004042],"domain_scores_gemma":[0.9718451,0.00495727,0.003641508,0.0006705314,0.006313795,0.01257173],"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":[0.0002003609,0.0003044813,0.05238629,0.0004350504,0.00006473379,0.001537139,0.07510806,0.0001207817,0.0006169915,0.02522381,0.7405167,0.1034857],"study_design_scores_gemma":[0.00008410845,0.0003695901,0.1085399,0.002537265,0.00008306254,0.001625937,0.2480696,0.0004225278,0.0004192832,0.02670363,0.610961,0.0001841051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02850604,0.001394088,0.0001766501,0.950433,0.003199402,0.0000158651,0.0001013173,0.00001638517,0.01615723],"genre_scores_gemma":[0.3291971,0.007022339,0.001094003,0.61883,0.002741663,0.0000648222,0.000153804,0.00007905781,0.04081722],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1574695,"threshold_uncertainty_score":0.3131058,"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."}}