{"id":"W3133840142","doi":"10.1101/2021.03.02.21252761","title":"Comparing Vaccination Strategies in Canada Under Different Assumptions","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Vaccination; Transmission (telecommunications); Medicine; Disease; Population; Authorization; Vaccine efficacy; Virology; Environmental health; Computer science; Internal medicine","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":[0.007770608,0.001163779,0.001450674,0.001709566,0.001452762,0.002613043,0.002792246,0.00165325,0.004092529],"category_scores_gemma":[0.02858802,0.0007600511,0.00194572,0.001830809,0.002061798,0.001540426,0.001047859,0.001971349,0.0002708996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0614882,"about_ca_system_score_gemma":0.03399146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701052,"about_ca_topic_score_gemma":0.9346194,"domain_scores_codex":[0.9935842,0.002474815,0.0002109913,0.000633524,0.0008212244,0.002275305],"domain_scores_gemma":[0.980477,0.01318116,0.001619191,0.000553966,0.003422554,0.0007462372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009866764,0.0001981588,0.03156414,0.0002210006,0.0004052503,0.0001613489,0.000154761,0.9477512,0.0003209336,0.009348866,0.002213072,0.006674646],"study_design_scores_gemma":[0.000971774,0.0014221,0.07055143,0.0002194042,0.0007265078,0.0001029854,0.001807072,0.9115354,0.001389547,0.006267995,0.004746967,0.0002586749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636163,0.001755339,0.006786494,0.001707995,0.00006113451,0.0007646432,0.006221482,0.0001937921,0.01889288],"genre_scores_gemma":[0.9921218,0.0004323657,0.002903865,0.0001925409,0.000008348611,0.0001216835,0.001909898,0.00001506587,0.002294486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0614882,"threshold_uncertainty_score":0.4461302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0908807044570488,"score_gpt":0.3580989819799365,"score_spread":0.2672182775228877,"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."}}