{"id":"W4386983431","doi":"10.1093/pch/pxad055.114","title":"R3 (Resident Advocacy Project) Evaluation of a Novel COVID-19 Vaccine Consult Service","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Medicine; Vaccination; Referral; Family medicine; Population; Coronavirus disease 2019 (COVID-19); Service (business); Nursing; Medical emergency; Qualitative research; Business; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0356263,0.0004713974,0.0005531189,0.00100674,0.0048923,0.00275956,0.00260197,0.001800599,0.01308272],"category_scores_gemma":[0.04790488,0.0004843264,0.0008796511,0.0012596,0.001701245,0.002042536,0.00505709,0.002223357,0.001173047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02186753,"about_ca_system_score_gemma":0.09882595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08622595,"about_ca_topic_score_gemma":0.1480662,"domain_scores_codex":[0.9724978,0.01940983,0.0009350157,0.0005865638,0.002975398,0.003595475],"domain_scores_gemma":[0.9622875,0.01288557,0.00211716,0.001745728,0.008892993,0.01207102],"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":[0.01879685,0.08895037,0.1024622,0.01331689,0.0003837762,0.002336134,0.108269,0.001630822,0.002897929,0.01101774,0.07372104,0.5762172],"study_design_scores_gemma":[0.02334489,0.1157359,0.2847518,0.008218352,0.0007110322,0.000903917,0.3678734,0.00379,0.004953876,0.002878799,0.1865431,0.0002949209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898977,0.0004522084,0.001493535,0.01017405,0.0003676032,0.05051455,0.003397182,0.0001918792,0.03443192],"genre_scores_gemma":[0.8789791,0.0009304169,0.01914833,0.005770241,0.0001673902,0.08345507,0.001569322,0.00007843729,0.009901561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08622595,"threshold_uncertainty_score":0.1884121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08502787683070316,"score_gpt":0.404352381665457,"score_spread":0.3193245048347538,"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."}}