{"id":"W2765975205","doi":"10.1002/pra2.2017.14505401118","title":"Health information assessment by vaccine hesitant parents","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Public health; Vaccination; Health information; Population; Health communication; Psychology; Environmental health; Medicine; Social psychology; Public relations; Nursing; Political science; Health care; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002918995,0.00006585669,0.0001500755,0.0002604125,0.003088848,0.0005188878,0.0007589568,0.0001013967,0.000002007231],"category_scores_gemma":[0.003707977,0.00005254414,0.0000273657,0.000522466,0.00008332017,0.008536978,0.0001605237,0.00009301963,0.000003635941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755394,"about_ca_system_score_gemma":0.0003969285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350547,"about_ca_topic_score_gemma":0.00002670131,"domain_scores_codex":[0.9985945,0.000003549423,0.0003805493,0.00007985569,0.0006644492,0.0002770472],"domain_scores_gemma":[0.996103,0.00002651125,0.001721564,0.0001121791,0.00198641,0.00005031039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009616853,0.00001992314,0.5417729,0.00005349154,0.00001291104,2.161814e-9,0.003452895,1.934966e-7,0.0003724515,0.3878849,0.02580775,0.04061293],"study_design_scores_gemma":[0.001671616,0.0002414673,0.3875086,0.00008529083,0.00002606398,0.000001100874,0.01293294,0.0003095253,0.004703769,0.02288245,0.5693756,0.0002615421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7416247,0.00005533225,0.000249177,0.2037499,0.0006757112,0.001772856,0.00008471021,0.0001692301,0.05161838],"genre_scores_gemma":[0.9990003,0.000145607,0.0002765539,0.0003963562,0.00001760301,0.00003491915,0.000003361272,0.000001528192,0.0001238248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5435679,"threshold_uncertainty_score":0.998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041964269786817,"score_gpt":0.3125365302628063,"score_spread":0.3021168875649381,"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."}}