{"id":"W4405636011","doi":"10.21203/rs.3.rs-5664906/v1","title":"Mobilizing COVID-19 Vaccination Partnerships for Newcomer Refugees and Immigrants in the Calgary, Canada area, 2021-2022","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Outreach; Refugee; General partnership; Thematic analysis; Political science; Public health; Immigration; Public relations; Community engagement; Government (linguistics); Economic growth; Medicine; Qualitative research; Sociology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042648,0.0002507558,0.0002937734,0.001007355,0.008602541,0.00472461,0.001342177,0.001438966,0.02329076],"category_scores_gemma":[0.01121045,0.0003289711,0.0002812283,0.0008507809,0.001278639,0.001927342,0.010114,0.002182249,0.00123456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02204069,"about_ca_system_score_gemma":0.1265383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7619242,"about_ca_topic_score_gemma":0.927722,"domain_scores_codex":[0.9972935,0.0004982189,0.00002835209,0.00008786691,0.0002170513,0.001874972],"domain_scores_gemma":[0.9863327,0.0008793664,0.0003735118,0.0001150025,0.001098293,0.01120103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001049131,0.002234846,0.3613244,0.0006310106,0.0001823553,0.001399098,0.08501662,0.0009870939,0.001708257,0.03527222,0.2438978,0.2662972],"study_design_scores_gemma":[0.0004630332,0.0005616269,0.2605398,0.001425457,0.0001087035,0.0001996417,0.4931768,0.001798466,0.0006454799,0.006281764,0.2347264,0.00007276706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8197047,0.00208267,0.0008984326,0.09412905,0.0008637909,0.0009451275,0.00194756,0.00007929195,0.0793493],"genre_scores_gemma":[0.9568343,0.001352904,0.001484676,0.006394185,0.0000907396,0.0005035613,0.0007635261,0.00003275879,0.03254332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380758,"threshold_uncertainty_score":0.4789557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513964846484026,"score_gpt":0.4523258184111237,"score_spread":0.3009293337627211,"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."}}