{"id":"W1985413995","doi":"10.4212/cjhp.v63i5.947","title":"Best Possible Medication History in the Emergency Department: Comparing Pharmacy Technicians and Pharmacists","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; Horizon Health Network","funders":"","keywords":"Pharmacy; Emergency department; Medical emergency; Medicine; Clinical pharmacy; Family medicine; Emergency medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086136,0.0001747456,0.000249217,0.0002092514,0.0002294018,0.00003800275,0.0004314501,0.00003127982,0.0007130536],"category_scores_gemma":[0.0001797386,0.0001067992,0.0001076829,0.0001916019,0.0002556613,0.000391874,0.00002324228,0.00141162,0.00002404693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143456,"about_ca_system_score_gemma":0.0007477937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926786,"about_ca_topic_score_gemma":0.005472622,"domain_scores_codex":[0.9984509,0.0001174358,0.0005318602,0.0001395202,0.0003959116,0.0003643951],"domain_scores_gemma":[0.9986241,0.0001284315,0.0003361003,0.0001976488,0.0001324408,0.0005812518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003117525,0.0005430545,0.9378462,0.0001037159,0.000218949,0.0008266307,0.005110436,0.000007747292,0.004272448,0.0005926715,0.0323153,0.01785108],"study_design_scores_gemma":[0.007777591,0.0004678653,0.0785884,0.00009946358,0.0009876977,0.002130567,0.0005110555,0.002409035,0.001705463,0.0005845284,0.9043258,0.0004125072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640318,0.005794421,0.0000063489,0.02017175,0.002480061,0.0005192244,0.000008030142,0.000008239403,0.006980162],"genre_scores_gemma":[0.9959832,0.0009592783,0.00005072969,0.002344141,0.000473336,0.00001122147,0.000005547028,0.00001918455,0.0001533345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8720105,"threshold_uncertainty_score":0.7807437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036207012454853,"score_gpt":0.3823665782785688,"score_spread":0.2787458770330835,"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."}}