{"id":"W4225137950","doi":"10.1016/j.vaccine.2022.02.082","title":"Support for a vaccination documentation mandate in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Mandate; Vaccination; Residence; Population; Vaccination policy; Medicine; Immunization; Environmental health; Political science; Demography","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":[0.001756721,0.0002312025,0.0003195532,0.001204591,0.006492469,0.002015763,0.001615437,0.0005351647,0.005060908],"category_scores_gemma":[0.006318117,0.0003481073,0.0002638957,0.003294387,0.0009859091,0.0004983791,0.001193611,0.001343557,0.0004398016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07063825,"about_ca_system_score_gemma":0.1494944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990859,"about_ca_topic_score_gemma":0.9994671,"domain_scores_codex":[0.9978275,0.0001888623,0.0001243571,0.0001915835,0.0007692022,0.0008984823],"domain_scores_gemma":[0.9902756,0.0008088403,0.001026996,0.0001887285,0.004770477,0.002929231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159887,0.0001845987,0.8902009,0.0003168382,0.0000549941,0.0004412795,0.01031952,0.0003448235,0.0005632389,0.001250699,0.03708998,0.05907321],"study_design_scores_gemma":[0.00001870924,0.00004094317,0.9713156,0.0002934923,0.00002317485,0.00008408295,0.01029937,0.0004117076,0.0001335477,0.00008096881,0.01726385,0.00003462691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95292,0.002592233,0.0002177232,0.009403725,0.0001025284,0.0002053035,0.006677592,0.00006219701,0.02781863],"genre_scores_gemma":[0.988324,0.001437354,0.0004537587,0.001443844,0.00001394009,0.00007601222,0.001671353,0.00001396308,0.006565821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07063825,"threshold_uncertainty_score":0.5125188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009034521629672637,"score_gpt":0.26724489058206,"score_spread":0.2582103689523874,"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."}}