{"id":"W4401728167","doi":"10.24926/iip.v15i2.5898","title":"Exposing Pharmacy Residents to Implementation Science","year":2024,"lang":"en","type":"article","venue":"INNOVATIONS in pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Pharmacy; Pharmacy practice; Accreditation; Health care; Clinical pharmacy; Consistency (knowledge bases); Implementation; Medical education; Quality (philosophy); Patient care; Psychological intervention; Medicine; Nursing; Political science; Computer science","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":[0.0007599677,0.0001218321,0.0001253752,0.001120859,0.000144941,0.000167677,0.0001491002,0.00001062021,0.0007678939],"category_scores_gemma":[0.000194555,0.0001155771,0.00003304467,0.00449892,0.00007206415,0.001078859,0.00009654108,0.0003172019,0.0002592689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951237,"about_ca_system_score_gemma":0.0004443684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002281212,"about_ca_topic_score_gemma":0.000008563553,"domain_scores_codex":[0.9983424,0.00002308731,0.0004640787,0.0003437034,0.000489764,0.0003369745],"domain_scores_gemma":[0.999341,0.0001314864,0.00004212133,0.0001599775,0.000181727,0.0001436884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002442722,0.0002571552,0.3519979,0.0002246146,0.00006227491,0.0001764368,0.001825892,0.00004243832,0.3769926,0.01167286,0.009392656,0.2471109],"study_design_scores_gemma":[0.005510038,0.0001192434,0.0951005,0.0004689951,0.0001665007,0.0001301189,0.0005249256,0.01730476,0.306316,0.001027319,0.5728488,0.0004828331],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742002,0.0002434481,0.0007664296,0.01608967,0.00122022,0.000797723,0.00001277869,0.0001413767,0.00652813],"genre_scores_gemma":[0.9920481,0.0000615961,0.001922396,0.005470956,0.000185687,0.00006678453,0.00002481802,0.00001939478,0.0002002642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5634561,"threshold_uncertainty_score":0.84079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2932411615219743,"score_gpt":0.5826659715045853,"score_spread":0.289424809982611,"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."}}