{"id":"W4414806653","doi":"10.1016/j.rcsop.2025.100668","title":"A qualitative exploration of pharmacists' roles in centralised vaccination centres during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Exploratory Research in Clinical and Social Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Pandemic; Multidisciplinary approach; Teamwork; Health care; Public health; Preparedness; Health professionals; Qualitative research","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":[],"consensus_categories":[],"category_scores_codex":[0.007464704,0.000129264,0.0003944628,0.0003088391,0.0002406897,0.00003258083,0.0001586498,0.00008600418,0.0001030388],"category_scores_gemma":[0.00242298,0.00009723902,0.0001044197,0.0008218568,0.0004176365,0.0005649081,0.0001426067,0.001210446,0.000006084438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827794,"about_ca_system_score_gemma":0.0004417085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006993255,"about_ca_topic_score_gemma":0.00008568358,"domain_scores_codex":[0.9938238,0.004007453,0.0009226917,0.0003310091,0.0005344328,0.0003806516],"domain_scores_gemma":[0.9945464,0.004804441,0.0001457907,0.0001182941,0.0001850947,0.0001999823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006497326,0.001032672,0.9378758,0.0008971859,0.00009993327,0.00005385309,0.03867645,0.00001286605,0.001252148,0.002089537,0.0009649576,0.01054725],"study_design_scores_gemma":[0.1253277,0.0007056198,0.4566317,0.0007009495,0.0003364377,0.00001278525,0.1991397,0.008408859,0.005731342,0.07549523,0.1264215,0.001088154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734288,0.0008410758,0.00003073889,0.02409631,0.0001669976,0.0009785024,0.00001643473,0.00002421178,0.0004169488],"genre_scores_gemma":[0.9931231,0.00468092,0.00001143923,0.001775486,0.0001485625,0.0001095136,0.00001584179,0.000009274126,0.0001258903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4812441,"threshold_uncertainty_score":0.5258852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7670012254678829,"score_gpt":0.681186667728599,"score_spread":0.08581455773928381,"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."}}