{"id":"W2159256650","doi":"10.1080/15265161.2013.813607","title":"Mandatory Influenza Vaccination: How Far to Go and Whom to Target Without Evidence?","year":2013,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Vaccination; Public health; Perspective (graphical); Health care; Medicine; Public relations; Virology; Family medicine; Political science; Nursing; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1228264,0.0006679116,0.001734222,0.002858785,0.006283878,0.01736565,0.003563376,0.01985707,0.004382501],"category_scores_gemma":[0.2201378,0.001102957,0.001515409,0.001781807,0.02236395,0.01934818,0.008526362,0.03454612,0.001736815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008704095,"about_ca_system_score_gemma":0.04797966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008611492,"about_ca_topic_score_gemma":0.01587656,"domain_scores_codex":[0.9092004,0.06780072,0.007066971,0.003139719,0.01089005,0.001902308],"domain_scores_gemma":[0.7287719,0.2150003,0.0129844,0.007971266,0.02487975,0.01039239],"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":[0.0001400545,0.0002147251,0.005320366,0.003954686,0.0002562699,0.0006027591,0.01063726,0.0003107468,0.0007595067,0.1980089,0.5112466,0.2685481],"study_design_scores_gemma":[0.0001132782,0.0001411859,0.003230344,0.02814182,0.0002549624,0.0008903423,0.009794289,0.0006369541,0.0004981016,0.332446,0.6237067,0.0001460012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008306886,0.03522207,0.001244101,0.9549245,0.004068376,0.00002622076,0.00003510332,0.00001246594,0.003636408],"genre_scores_gemma":[0.05251797,0.07447577,0.00889222,0.847904,0.0129432,0.0002414177,0.0001182488,0.00007467582,0.002832555],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1228264,"threshold_uncertainty_score":0.6495759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820427715686921,"score_gpt":0.3720531292150182,"score_spread":0.2938488520581489,"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."}}