{"id":"W2592974644","doi":"","title":"POINT: Should Childhood Vaccination Against Measles Be a Mandatory Requirement for Attending School? Yes.","year":2015,"lang":"en","type":"article","venue":"PMC","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measles; Vaccination; Outbreak; Medicine; Environmental health; Measles vaccine; Pediatrics; Medical emergency; Demography; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009360075,0.0001041103,0.0001381603,0.00008292143,0.0003821552,0.0001071733,0.0002038052,0.00007998686,0.0002466102],"category_scores_gemma":[0.0007964144,0.0001019298,0.00007957717,0.0001445152,0.000006240159,0.0005248575,0.00004132665,0.00008356239,0.00007125697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087368,"about_ca_system_score_gemma":0.0002457628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009034768,"about_ca_topic_score_gemma":0.0005949907,"domain_scores_codex":[0.9988304,0.00006509275,0.0001956801,0.0002247056,0.0003746876,0.0003094081],"domain_scores_gemma":[0.9993027,0.00006318784,0.00008981615,0.000156552,0.0001725779,0.0002150924],"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":[0.0001558073,0.0007157907,0.2207497,0.0001299972,0.0002077619,0.00002132978,0.06465974,0.00006767114,0.0006684195,0.07937425,0.5534937,0.07975581],"study_design_scores_gemma":[0.005180492,0.000303902,0.1569652,0.0001899345,0.0001391513,0.000002199059,0.02366101,0.0001271969,0.001516476,0.0196881,0.791296,0.000930387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.779157,0.003068627,0.003164612,0.03838175,0.00189319,0.002008893,0.00004115828,0.0003663504,0.1719184],"genre_scores_gemma":[0.9952473,0.0001387838,0.000580369,0.001246294,0.0008735365,0.00005888166,0.00001894536,0.00001769186,0.00181819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378023,"threshold_uncertainty_score":0.4156575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0978200354695386,"score_gpt":0.3496557563066646,"score_spread":0.251835720837126,"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."}}