{"id":"W4403242373","doi":"10.4212/cjhp.3565","title":"Changes in Acute Care Pharmacist Prescribing and Laboratory Ordering over Time: CAPLET Study","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of Calgary; Alberta Health Services","funders":"","keywords":"Pharmacist; Authorization; Order entry; Medicine; Medical emergency; Identification (biology); Health care; Tracking (education); Pharmacy; Family medicine; Nursing; Psychology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009235445,0.0001473587,0.0003089825,0.0001882668,0.0001283336,0.0002115187,0.0001459117,0.00002993194,0.0002605824],"category_scores_gemma":[0.0002089757,0.0001037274,0.00005888184,0.0003162548,0.00008717842,0.0003286607,0.00002503874,0.0007552324,0.00001517957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828236,"about_ca_system_score_gemma":0.001145144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385718,"about_ca_topic_score_gemma":0.02254548,"domain_scores_codex":[0.9988013,0.0001656963,0.0003744561,0.0001630689,0.0002297546,0.0002657063],"domain_scores_gemma":[0.9988358,0.000211953,0.0001206366,0.000135583,0.0002165039,0.0004795255],"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":[0.002007963,0.0007662061,0.7304253,0.0009790614,0.004879517,0.04642142,0.09808872,0.00006190297,0.01339839,0.0003778567,0.03135505,0.07123864],"study_design_scores_gemma":[0.02784075,0.006236623,0.1144715,0.001746064,0.005547999,0.0006532391,0.0154281,0.004033319,0.00212005,0.0001588618,0.820456,0.001307513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974827,0.01155009,5.64942e-7,0.0122079,0.0007477935,0.0004352063,0.00008498266,0.00001167699,0.0001347821],"genre_scores_gemma":[0.9978395,0.0002630535,0.00001399907,0.001326701,0.0004384763,0.000005560087,0.000002333314,0.00002644147,0.00008390123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7891009,"threshold_uncertainty_score":0.9952905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641005069316192,"score_gpt":0.3684960655510325,"score_spread":0.3320860148578706,"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."}}