{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004819599,0.0002146993,0.0001858945,0.0006792982,0.0008262962,0.0005977486,0.000391125,0.0005547606,0.004149125],"category_scores_gemma":[0.00565912,0.0002377463,0.0003995342,0.0008332386,0.0003404769,0.0003756814,0.000434988,0.001131463,0.0001755426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179476,"about_ca_system_score_gemma":0.001578226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02966719,"about_ca_topic_score_gemma":0.03042321,"domain_scores_codex":[0.9995553,0.0001121149,0.00005822974,0.00003948086,0.00007728812,0.0001575235],"domain_scores_gemma":[0.995421,0.001107928,0.002198346,0.0001278258,0.000252024,0.000892833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003847586,0.00009221284,0.9980776,0.000008747959,0.00001904926,0.0001498212,0.0001930474,0.00003366727,0.00003492286,0.00004326799,0.0001481867,0.001160996],"study_design_scores_gemma":[0.000006085816,0.00006433046,0.997777,0.00003115906,0.00002808195,0.0003084274,0.001132298,0.0001710868,0.00004528955,0.0000472564,0.0003854514,0.000003385675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978103,0.0003316623,0.00001965652,0.000308343,0.00001449477,0.000009568892,0.0001483833,0.000001654988,0.001355868],"genre_scores_gemma":[0.9993093,0.000170934,0.00005062794,0.00007272985,0.00001414837,0.000005761281,0.00009710422,0.000001161522,0.0002782004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02966719,"threshold_uncertainty_score":0.05898905,"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."}}