{"id":"W4385975899","doi":"10.1136/jme-2023-109410","title":"Vaccine mandates for prospective versus existing employees: reply to Smith","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Ethics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mandate; Argument (complex analysis); Prospective cohort study; Psychological intervention; Actuarial science; Psychology; Public relations; Business; Medicine; Law; Political science; Surgery; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01016073,0.00008293969,0.0002486532,0.000131843,0.0004702748,0.0000684638,0.0004266565,0.0003257658,0.0001701433],"category_scores_gemma":[0.06469668,0.00006593815,0.0001221662,0.0004955335,0.0000225743,0.0001556779,0.00006664314,0.001203517,0.00003159495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190229,"about_ca_system_score_gemma":0.002084417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001658016,"about_ca_topic_score_gemma":0.0009290217,"domain_scores_codex":[0.9967806,0.0001580346,0.0004392929,0.0001377593,0.002168201,0.0003161608],"domain_scores_gemma":[0.9944644,0.003825428,0.0002128046,0.0000976977,0.0009837972,0.0004158778],"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":[0.002733425,0.0003019532,0.02527193,0.0004075629,0.0003859611,0.0007975195,0.1655385,0.00006372095,0.00004586003,0.1215029,0.6519993,0.03095135],"study_design_scores_gemma":[0.004919369,0.002113828,0.01227903,0.001077688,0.0001045798,0.00001617861,0.02013944,0.00007256569,0.0001259742,0.02691568,0.9319437,0.0002919801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2881791,0.0007877167,0.006952081,0.6901169,0.0054538,0.0006836997,0.00001155082,0.0001744384,0.007640805],"genre_scores_gemma":[0.957723,0.005972405,0.005560763,0.0127007,0.01358197,0.00003613705,0.000004195368,0.00006166974,0.004359216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6774161,"threshold_uncertainty_score":0.9431818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349692792784469,"score_gpt":0.4564557404982805,"score_spread":0.3214864612198336,"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."}}