{"id":"W4220988577","doi":"10.33844/cjm.2022.60614","title":"The Bioethical Dilemma of Vaccine Incentives: Challenges and Opportunities","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bioethics; Dilemma; Incentive; Engineering ethics; Ethical dilemma; Political science; Business; Economics; Engineering; Epistemology; Law; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178178,0.00005347726,0.0001840776,0.0001467924,0.0007299891,0.00001017242,0.0002597037,0.00002835041,0.0004577941],"category_scores_gemma":[0.0005943409,0.00003597408,0.00003161211,0.00008742211,0.0001850833,0.00008161727,0.00001940454,0.0002722207,2.081022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008138031,"about_ca_system_score_gemma":0.001159238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005399676,"about_ca_topic_score_gemma":0.05963989,"domain_scores_codex":[0.998886,0.0002825595,0.0002778066,0.00005458495,0.0003121758,0.0001868177],"domain_scores_gemma":[0.9988142,0.0003202972,0.000205754,0.00007754165,0.0001951709,0.0003870469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001065089,0.00002408791,0.007850043,0.00004184946,0.0001329168,0.0006852451,0.119729,0.000002996013,0.00004404525,0.5568047,0.06556816,0.2490104],"study_design_scores_gemma":[0.000601923,0.0004646975,0.0231891,0.00007185429,0.00003239152,0.00005555556,0.1027495,0.000001531431,0.000002846974,0.006326512,0.8664523,0.00005173944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3080586,0.1362935,0.000006513453,0.5443951,0.0009271958,0.0001086485,0.000008799428,0.000003558586,0.01019796],"genre_scores_gemma":[0.9728956,0.02554796,0.000005687345,0.0006820672,0.0004651429,0.000001197447,4.628524e-7,0.000004441804,0.0003975054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8008842,"threshold_uncertainty_score":0.9575192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09520307375044634,"score_gpt":0.3067344305832777,"score_spread":0.2115313568328313,"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."}}