{"id":"W4206294413","doi":"10.3390/vaccines10010093","title":"Initial Mix-and-Match COVID-19 Vaccination Perceptions, Concerns, and Side Effects across Canadians","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Vaccination; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Family medicine; Immunology; Disease","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":[0.001459078,0.0003127571,0.0003769162,0.0008212974,0.004223819,0.001184734,0.0006738966,0.0004272378,0.003698264],"category_scores_gemma":[0.004143976,0.0003523462,0.0007040587,0.001725095,0.001052937,0.0006015993,0.0009675246,0.0007979748,0.0002372771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01972778,"about_ca_system_score_gemma":0.02279296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862893,"about_ca_topic_score_gemma":0.9895355,"domain_scores_codex":[0.9987264,0.0001176583,0.0000637724,0.0001553878,0.000537787,0.0003988981],"domain_scores_gemma":[0.9977335,0.0001770697,0.0003414598,0.00005733479,0.0009883968,0.0007022358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000548728,0.0001409975,0.9285371,0.0002281122,0.00009819461,0.0003061694,0.03869554,0.0001175916,0.001131693,0.0003619175,0.003478058,0.02635586],"study_design_scores_gemma":[0.00002123345,0.0001820983,0.9426868,0.0001487916,0.00005040701,0.0001825667,0.04987469,0.0001721044,0.0002080254,0.00006569538,0.006353997,0.00005345526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950396,0.0004779798,0.00009295331,0.000475785,0.00001817342,0.00004592391,0.0007274163,0.000004868742,0.003117235],"genre_scores_gemma":[0.9976968,0.0004893423,0.0001689601,0.0002307477,0.00000450708,0.00001733495,0.0003523658,0.000005000715,0.001034978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972778,"threshold_uncertainty_score":0.1431357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425289144625045,"score_gpt":0.3568842090567403,"score_spread":0.3326313176104899,"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."}}