{"id":"W6913164510","doi":"10.5282/rcc/7745","title":"Mumps in the Post-Secondary Environment: Targeted Advertising in the 2007–2008 Alberta Mumps Vaccination Campaign","year":2019,"lang":"en","type":"article","venue":"Universitätsbibliothek der LMU","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vaccination; Mumps vaccine; TRIPS architecture; MMR vaccine; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009594319,0.0002361248,0.0001463944,0.0004480813,0.001706142,0.001106945,0.0003604034,0.0006892601,0.003584296],"category_scores_gemma":[0.000919025,0.000172926,0.0001199031,0.0002992855,0.0005452696,0.0001976196,0.0004887324,0.001031804,0.000257735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00408055,"about_ca_system_score_gemma":0.004667957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3839084,"about_ca_topic_score_gemma":0.7659521,"domain_scores_codex":[0.9996345,0.00005561474,0.000005062763,0.00002347192,0.0001795129,0.0001019203],"domain_scores_gemma":[0.9995,0.0001422525,0.00004934152,0.000008774841,0.000102756,0.0001968568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002190198,0.008047025,0.1403577,0.001752988,0.00008699912,0.003353877,0.03659806,0.0006417388,0.04368299,0.004005276,0.09477678,0.6645064],"study_design_scores_gemma":[0.0002347235,0.002879671,0.7163436,0.0006335927,0.0001546932,0.0008254052,0.01210683,0.00103954,0.0105345,0.0003015956,0.2548652,0.0000806006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425701,0.00380363,0.000248655,0.007962978,0.0006277079,0.0002669177,0.0001524919,0.000112299,0.04425535],"genre_scores_gemma":[0.9656722,0.003530276,0.0008478514,0.002978639,0.0003346482,0.00007027618,0.0001174797,0.00001738863,0.0264312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160916,"threshold_uncertainty_score":0.7633476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005503003664958123,"score_gpt":0.2157896289199475,"score_spread":0.2102866252549894,"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."}}