{"id":"W7111387809","doi":"10.1371/journal.pgph.0005410.s005","title":"Estimates for vaccine uptake models.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Corporate governance; Control (management); Global health; Human health; Conjoint analysis; Disease control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01083176,0.002293891,0.002107909,0.003497067,0.0008599939,0.002913824,0.003990178,0.003849669,0.07089285],"category_scores_gemma":[0.05112457,0.001210234,0.004436315,0.00289405,0.001044412,0.003333094,0.001920823,0.004552605,0.01892509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002666838,"about_ca_system_score_gemma":0.002089001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01692357,"about_ca_topic_score_gemma":0.01125956,"domain_scores_codex":[0.9944905,0.003684636,0.0001906153,0.0008937832,0.0004297618,0.0003106907],"domain_scores_gemma":[0.9782028,0.01785452,0.001047952,0.001597547,0.001078323,0.0002188736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005334842,0.0002670475,0.01570257,0.00162235,0.001522263,0.0003637957,0.0004915664,0.4826443,0.0006077097,0.2660065,0.08676837,0.1434701],"study_design_scores_gemma":[0.0001292431,0.0001589146,0.003482409,0.0006580955,0.0004158881,0.0002532528,0.0003690703,0.7001968,0.0005962452,0.2096727,0.08396181,0.000105525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02580609,0.008648401,0.8567142,0.005440596,0.002035078,0.001667841,0.03073584,0.006127846,0.06282411],"genre_scores_gemma":[0.5009656,0.005637768,0.3721913,0.003170377,0.001259674,0.006674971,0.02934662,0.003757939,0.07699578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07089285,"threshold_uncertainty_score":0.2371602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917827637076509,"score_gpt":0.33030107208756,"score_spread":0.2711227957167949,"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."}}