{"id":"W4285811099","doi":"10.1016/j.ypmed.2022.107121","title":"Factors associated with unvaccinated caregivers who plan to vaccinate their children","year":2022,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Vaccination; Pandemic; Public health; Coronavirus disease 2019 (COVID-19); Family medicine; Pediatrics; Environmental health; Nursing; Immunology; Infectious disease (medical specialty); Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001132952,0.0002339613,0.0004131097,0.0002253159,0.001175129,0.00002237745,0.0005095627,0.00004910544,0.004304721],"category_scores_gemma":[0.0003426423,0.0001705109,0.00007622379,0.0009366295,0.00002613912,0.0001566056,0.0001643619,0.0003152,0.000009245294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532104,"about_ca_system_score_gemma":0.0001589724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766213,"about_ca_topic_score_gemma":0.002170088,"domain_scores_codex":[0.9973388,0.000892125,0.0002281529,0.0004021253,0.0006349413,0.0005038581],"domain_scores_gemma":[0.9989559,0.0002364144,0.0001793382,0.000219746,0.0001622578,0.0002463142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008199539,0.000186765,0.8191332,0.000008182015,0.0004744318,0.00003095874,0.1462442,0.00009645583,0.00008102193,0.001162245,0.02908098,0.003419561],"study_design_scores_gemma":[0.001575353,0.000753183,0.9551334,0.00009532057,0.00009116482,8.503772e-7,0.03461627,0.000004764568,0.0001033161,0.0005158087,0.006820299,0.0002902808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870713,0.0003021418,0.0001870335,0.00387936,0.0002657075,0.0008435606,0.00008168333,0.0001504131,0.007218822],"genre_scores_gemma":[0.9923872,0.00002404567,0.000002943751,0.0002745064,0.0001377748,0.00005056239,0.000142574,0.00002711294,0.006953298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360002,"threshold_uncertainty_score":0.9966055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443558960984181,"score_gpt":0.2786207957740355,"score_spread":0.2441852061641937,"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."}}