{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000504741,0.0001268275,0.0001818238,0.00008600487,0.002531072,0.0001357253,0.0001625211,0.00006200984,0.0007042049],"category_scores_gemma":[0.0004743327,0.0001376771,0.0000391709,0.0002773496,0.00001239198,0.0002710209,0.0001251875,0.0001519123,0.00001099524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692596,"about_ca_system_score_gemma":0.0003480858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05032903,"about_ca_topic_score_gemma":0.1396479,"domain_scores_codex":[0.9986507,0.0002889176,0.0001755149,0.0002942232,0.000231466,0.0003591542],"domain_scores_gemma":[0.9991091,0.0003277716,0.00007265175,0.0001284812,0.00005761432,0.0003043456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002267838,0.0001674241,0.5240846,0.0004186402,0.000110464,0.0003201738,0.2439311,0.0001697715,0.0005670096,0.01731297,0.1146866,0.09800439],"study_design_scores_gemma":[0.002994996,0.0002906176,0.5499442,0.00001889186,0.00008343962,0.00004752794,0.07560537,0.000127709,0.0000454482,0.004909704,0.3652583,0.0006738744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979706,0.001612209,0.00009917307,0.01500035,0.0004299809,0.0004296587,0.00007365923,0.0001091785,0.002539722],"genre_scores_gemma":[0.9943421,0.0005022672,0.00003781441,0.002922849,0.0005582324,0.00009144308,0.00002482041,0.00001503964,0.001505417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505717,"threshold_uncertainty_score":0.9987675,"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."}}