{"id":"W2021763032","doi":"10.1016/j.vaccine.2015.04.042","title":"Health communication and vaccine hesitancy","year":2015,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Health communication; Selection (genetic algorithm); Key (lock); Process (computing); Risk communication; Immunization; Plan (archaeology); Public relations; Computer science; Psychology; Knowledge management; Process management; Medicine; Risk analysis (engineering); Business; Biology; Political science; Immunology; Computer security; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0009308902,0.00009726716,0.0002175671,0.00007375624,0.0004174002,0.00006063338,0.0002093232,0.00005728135,0.0001449005],"category_scores_gemma":[0.0002072265,0.00009208171,0.0000255068,0.0002753314,0.000002063842,0.0003178883,0.00006874213,0.0001123144,0.00007383388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147959,"about_ca_system_score_gemma":0.0002198763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514882,"about_ca_topic_score_gemma":0.008337023,"domain_scores_codex":[0.9989077,0.0002119101,0.000228939,0.0001742306,0.0001966109,0.000280611],"domain_scores_gemma":[0.9990567,0.00007339188,0.0001053133,0.0003187693,0.0001346024,0.0003112034],"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":[0.0001133008,0.0001723686,0.4156484,0.00003861783,0.00003456818,0.000008937966,0.02537707,0.000004679381,0.00002609295,0.07109631,0.4331753,0.05430435],"study_design_scores_gemma":[0.002999946,0.0002864429,0.2966349,0.00008780904,0.00002272583,0.00001091562,0.004950957,0.00005157765,0.00003244817,0.01778365,0.676793,0.0003455445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6908053,0.04269587,0.0005109247,0.2288076,0.0004031732,0.0007564029,0.000007198685,0.0003928375,0.03562078],"genre_scores_gemma":[0.9921977,0.003014876,0.0009025568,0.001351857,0.0002534035,0.000008378558,0.00001133561,0.0000128468,0.002247038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3013925,"threshold_uncertainty_score":0.4652255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809361127340347,"score_gpt":0.3291345779418321,"score_spread":0.2910409666684286,"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."}}