{"id":"W4301182923","doi":"10.4212/cjhp.3366","title":"Using Evidence to Inform Advocacy and Training Priorities","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Political science; Medical education; Public relations; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2917503,0.002811899,0.004846115,0.03165326,0.004794983,0.03005247,0.00733324,0.01743473,0.0122685],"category_scores_gemma":[0.6171398,0.001703951,0.003383242,0.01039275,0.009499284,0.02115999,0.0119757,0.02011896,0.001973294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01772946,"about_ca_system_score_gemma":0.104077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444617,"about_ca_topic_score_gemma":0.03181022,"domain_scores_codex":[0.6919678,0.2224171,0.03636318,0.005309312,0.03882302,0.005119592],"domain_scores_gemma":[0.2096905,0.680663,0.02779415,0.01163421,0.05869,0.01152819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001237886,0.001815999,0.02572633,0.06361002,0.006575631,0.001131694,0.006555163,0.004508869,0.000767205,0.1303163,0.1383591,0.6193958],"study_design_scores_gemma":[0.001647167,0.0007067614,0.007647364,0.3234506,0.004727447,0.0004068045,0.01381087,0.005979947,0.001720594,0.4131298,0.2262373,0.0005352972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007858613,0.1273223,0.01574553,0.7981551,0.01002062,0.001724619,0.0008142864,0.0001307813,0.03822812],"genre_scores_gemma":[0.4165988,0.1948488,0.188646,0.1797597,0.009890351,0.004132926,0.001580441,0.00017952,0.004363586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2917503,"threshold_uncertainty_score":0.873398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4429653997972479,"score_gpt":0.5167680648059454,"score_spread":0.07380266500869753,"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."}}