{"id":"W4400453221","doi":"10.1136/bmjebm-2024-sdc.310","title":"311 Decisional needs of Canadians considering vaccination during the covid-19 pandemic: a population-based cross-sectional survey","year":2024,"lang":"en","type":"article","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Cochrane; Université Laval; Institut Universitaire en Santé Mentale de Québec; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Cross-sectional study; Vaccination; Population; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Environmental health; Outbreak; 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":[0.001540577,0.0003027003,0.0003875615,0.001423619,0.002918245,0.001276266,0.0009736468,0.0007648763,0.003033324],"category_scores_gemma":[0.004524644,0.0004755283,0.0007336725,0.002716525,0.0007260107,0.0006755849,0.0009693081,0.001083415,0.0002862208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01262726,"about_ca_system_score_gemma":0.01418106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9356906,"about_ca_topic_score_gemma":0.9511448,"domain_scores_codex":[0.9986063,0.0001482731,0.0001274455,0.0001533696,0.0005204143,0.0004441903],"domain_scores_gemma":[0.9974612,0.0002888705,0.0006717031,0.00006152908,0.0008025445,0.0007141621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000088285,0.0001289332,0.9834921,0.0001399382,0.00005443212,0.0001131829,0.008428453,0.00009493691,0.0001415052,0.0001005021,0.00274112,0.00447664],"study_design_scores_gemma":[0.00001136003,0.00007996599,0.9866416,0.00006866257,0.00001385582,0.00007533841,0.0109782,0.0002506767,0.00003414343,0.00003118418,0.001786529,0.00002842324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945859,0.0001617713,0.00004458068,0.0003626795,0.000008355764,0.0001223597,0.003198951,0.00000346263,0.001511967],"genre_scores_gemma":[0.9971851,0.0001908957,0.0002219746,0.0002563948,0.000008170449,0.00007805845,0.001626598,0.000002880213,0.0004298898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06430936,"threshold_uncertainty_score":0.1293761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08022932329953202,"score_gpt":0.376519013362678,"score_spread":0.2962896900631459,"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."}}