{"id":"W2612915758","doi":"10.15173/m.v1i23.824","title":"Mandatory Flu Vaccines for Health Care Providers: A Step Too Far?","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Medicine; Population health; Health economics; Family medicine; Virology; Public health; Environmental health; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714862,0.0001097906,0.0001705108,0.00003878488,0.0008303325,0.0001343075,0.0003797067,0.00004857006,0.0005244401],"category_scores_gemma":[0.0001767221,0.00007465764,0.00008750451,0.0001303259,0.00001950774,0.000268635,0.00003270902,0.00008481324,0.0002050337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662474,"about_ca_system_score_gemma":0.001027781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677109,"about_ca_topic_score_gemma":0.003029761,"domain_scores_codex":[0.9988811,0.000131906,0.0001832929,0.0001943818,0.0001864148,0.0004229189],"domain_scores_gemma":[0.9991481,0.0001594122,0.00009134475,0.0002843187,0.0001508615,0.0001659454],"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":[0.00001665697,0.00005178905,0.004140862,0.0000951296,0.0000250438,2.999392e-7,0.1017371,2.033953e-7,0.00002790268,0.005688952,0.8485807,0.03963544],"study_design_scores_gemma":[0.0003541883,0.0001010713,0.01451579,0.00001922704,0.00001847764,7.20178e-7,0.09875964,0.000003147869,0.00005539446,0.001144663,0.8848655,0.0001621935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7234457,0.01116328,0.0002572947,0.2518884,0.001981568,0.003916271,0.00002303947,0.0002009545,0.007123456],"genre_scores_gemma":[0.9724239,0.0002262708,0.0008115726,0.01386307,0.001800053,0.0006729302,0.00001041877,0.00003100411,0.01016079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489782,"threshold_uncertainty_score":0.638633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098313646832049,"score_gpt":0.3309998962004303,"score_spread":0.3100167597321098,"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."}}