{"id":"W1989708585","doi":"10.4212/cjhp.v65i4.1160","title":"Prohibited Abbreviations: Seeking to Educate, Not Enforce","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; Alberta Health; Alberta Health Services","funders":"","keywords":"Medicine; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00188029,0.0003562635,0.0003422174,0.0006720469,0.003453281,0.003027904,0.001263313,0.002661454,0.2453194],"category_scores_gemma":[0.01409066,0.0003327305,0.0003074137,0.001003014,0.002288598,0.001488555,0.002037252,0.002915439,0.1181336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912761,"about_ca_system_score_gemma":0.01034026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02484694,"about_ca_topic_score_gemma":0.06762075,"domain_scores_codex":[0.9964586,0.0006766308,0.0003138764,0.0004581517,0.00131078,0.0007819185],"domain_scores_gemma":[0.9906115,0.003183266,0.0007518812,0.001969534,0.00238915,0.001094587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008731735,0.0002566236,0.002719742,0.0002323527,0.000009218298,0.0003380967,0.001347539,0.000194172,0.001711851,0.09438637,0.7836407,0.115076],"study_design_scores_gemma":[0.00002198823,0.0000234247,0.003748488,0.0001587164,0.000004769553,0.0002447341,0.0007404367,0.0003122799,0.0005816912,0.004073974,0.9900749,0.00001457124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004338203,0.0001431856,0.001023901,0.007046049,0.001656787,0.0001541882,0.0005530636,0.0002397439,0.984845],"genre_scores_gemma":[0.0468766,0.0002154566,0.001829436,0.009202139,0.000365932,0.0001899232,0.0003050157,0.0001526484,0.9408628],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2453194,"threshold_uncertainty_score":0.8206753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5053141045992019,"score_gpt":0.5426730303884286,"score_spread":0.03735892578922673,"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."}}