{"id":"W1983771690","doi":"10.1016/s0272-2712(01)00009-9","title":"The use of ordering protocols and other maneuvers: the Canadian experience","year":2002,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Computer science; Requisition; Audit; Consolidation (business); Protocol (science); Control (management); Operations management; Business; Process management; Medicine; Finance; Accounting; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008435885,0.001005378,0.001999397,0.006618731,0.001338284,0.002556052,0.002587073,0.001564641,0.002467806],"category_scores_gemma":[0.02152851,0.0004721934,0.0008526215,0.01636635,0.001485748,0.001182874,0.0007981448,0.001751264,0.0002992903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02704245,"about_ca_system_score_gemma":0.09083475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8004913,"about_ca_topic_score_gemma":0.9059222,"domain_scores_codex":[0.9934782,0.001048178,0.0007970447,0.0005428974,0.003848972,0.0002848091],"domain_scores_gemma":[0.9739829,0.007999495,0.002915363,0.0003273187,0.01371795,0.001057072],"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":[0.0001710179,0.00009701708,0.006133888,0.02413521,0.0002130056,0.0004308292,0.001329079,0.0003586072,0.0003201803,0.001864211,0.0265823,0.9383646],"study_design_scores_gemma":[0.0001746035,0.0002008957,0.07218818,0.0565825,0.00208185,0.002667556,0.002520818,0.0003560879,0.0008783681,0.0007280403,0.861437,0.0001839876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002327759,0.9905938,0.0001877206,0.002703753,0.0002437851,0.00004216375,0.0001538628,0.00001192073,0.003735186],"genre_scores_gemma":[0.01073118,0.9865936,0.0009053219,0.0009573044,0.00009604212,0.00002053444,0.000123752,0.000005967758,0.0005662528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1995087,"threshold_uncertainty_score":0.4013672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6517243037658157,"score_gpt":0.5861735041990531,"score_spread":0.06555079956676257,"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."}}