{"id":"W4362684519","doi":"10.2139/ssrn.4393321","title":"Home Remedies: How Should Canada Acquire Vaccines for the Next Pandemic?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Political science; Infectious disease (medical specialty); Outbreak; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001850451,0.000181874,0.0003783198,0.0007318847,0.004130465,0.003622054,0.001481423,0.00402867,0.01480343],"category_scores_gemma":[0.01715082,0.0001616407,0.0004377338,0.001394538,0.002920094,0.002495042,0.00127095,0.005082657,0.00052314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03482896,"about_ca_system_score_gemma":0.1740231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9700056,"about_ca_topic_score_gemma":0.98966,"domain_scores_codex":[0.9977239,0.0003456916,0.00006015865,0.00008694536,0.0006530132,0.00113038],"domain_scores_gemma":[0.9864393,0.001449088,0.001184897,0.0001539051,0.003728476,0.007044316],"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":[0.0004647071,0.0007738617,0.2089355,0.0004248164,0.0002030236,0.0007283165,0.004524325,0.0005830859,0.0003888647,0.05272537,0.5606495,0.1695987],"study_design_scores_gemma":[0.0004391491,0.0003831953,0.4935013,0.004360129,0.0004974395,0.0004737207,0.05936987,0.00160548,0.0008547234,0.0218961,0.4162945,0.0003243856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09676598,0.009955219,0.0001610718,0.8490998,0.001086972,0.0000663641,0.001525727,0.00003192766,0.04130694],"genre_scores_gemma":[0.8107573,0.01385575,0.000728209,0.1568673,0.0006554294,0.00004604262,0.0006617577,0.00003777461,0.01639059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03482896,"threshold_uncertainty_score":0.252703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974471236886208,"score_gpt":0.3050180638644206,"score_spread":0.2552733514955585,"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."}}