{"id":"W1571398942","doi":"10.4212/cjhp.v60i3.176","title":"Practice Spotlight: Anne Nguyen","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002654035,0.0006014961,0.0007813229,0.0006618031,0.004130391,0.003456944,0.001518602,0.0133832,0.1169774],"category_scores_gemma":[0.02242848,0.0005408095,0.00038392,0.0004927593,0.00162854,0.002661549,0.002825773,0.01483533,0.03223602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632067,"about_ca_system_score_gemma":0.008909043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007784985,"about_ca_topic_score_gemma":0.02836152,"domain_scores_codex":[0.9971206,0.0006723439,0.0001675115,0.0004017627,0.001256761,0.0003810801],"domain_scores_gemma":[0.9805304,0.003605728,0.0006194504,0.0003186731,0.006178491,0.008747209],"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":[0.0000223349,0.00001768062,0.00020967,0.00005252656,0.000002584624,0.0003181632,0.0001200031,0.0000286054,0.00006803563,0.0009505074,0.9899761,0.008233695],"study_design_scores_gemma":[0.00004187361,0.00004169966,0.0008386162,0.0002514168,0.000004925466,0.0007789459,0.001022265,0.0001011668,0.0001112261,0.001299799,0.9954847,0.00002333435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004901981,0.003621782,0.0002001594,0.9077662,0.05906174,0.0000475685,0.00005912803,0.00006048467,0.02869275],"genre_scores_gemma":[0.00823612,0.003784374,0.0006123104,0.578845,0.02329899,0.00009108923,0.00005676095,0.00009553392,0.3849799],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1169774,"threshold_uncertainty_score":0.3913283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174106111949427,"score_gpt":0.4722223364949932,"score_spread":0.3548117253000505,"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."}}