{"id":"W4213371761","doi":"10.17269/s41997-022-00616-w","title":"COVID-19 vaccine wastage in Canada, a reason for concern?","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Population; Coronavirus disease 2019 (COVID-19); Vaccination; Government (linguistics); Medicine; Food and drug administration; Environmental health; Virology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00212702,0.0003728347,0.0006915698,0.0009541488,0.008789687,0.003803696,0.002170596,0.02341823,0.008420642],"category_scores_gemma":[0.01323441,0.0005199931,0.0008218627,0.001769691,0.003050464,0.001394202,0.001011551,0.01442801,0.001095532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0558205,"about_ca_system_score_gemma":0.1480087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9682265,"about_ca_topic_score_gemma":0.9846519,"domain_scores_codex":[0.996439,0.0003081516,0.0002502203,0.0001909898,0.001240142,0.001571382],"domain_scores_gemma":[0.9873999,0.001741734,0.0008677355,0.0001005056,0.004420098,0.005470003],"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":[0.0001239781,0.00006120854,0.01440408,0.0001271917,0.000031845,0.003273462,0.0009541905,0.0001279914,0.0003293746,0.003417694,0.9593835,0.01776546],"study_design_scores_gemma":[0.0003072393,0.000179373,0.06073799,0.001369539,0.0001669503,0.003168531,0.0100465,0.001355915,0.0005659704,0.004191156,0.9176801,0.0002308328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006256223,0.002734583,0.000036942,0.9749032,0.00343545,0.00002652922,0.0003695839,0.00002643729,0.01221116],"genre_scores_gemma":[0.06206593,0.004984752,0.0002776367,0.9032556,0.006788388,0.00004226526,0.0003054776,0.00006358894,0.02221636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0558205,"threshold_uncertainty_score":0.405008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09465969502792168,"score_gpt":0.341468942864957,"score_spread":0.2468092478370354,"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."}}