{"id":"W1994174408","doi":"10.1186/1748-5908-6-89","title":"Computerized clinical decision support systems for drug prescribing and management: A decision-maker-researcher partnership systematic review","year":2011,"lang":"en","type":"review","venue":"Implementation Science","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; MEDLINE; Randomized controlled trial; Health services research; Systematic review; General partnership; Health administration; Clinical trial; Family medicine; Intensive care medicine; Public health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.05954547,0.0006363743,0.004225597,0.0007815749,0.001700312,0.0002038471,0.001704611,0.0002975697,0.00021832],"category_scores_gemma":[0.003283357,0.0004657719,0.0004458466,0.001576444,0.0002978618,0.0005972813,0.0008460088,0.0009069078,0.0004163234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129269,"about_ca_system_score_gemma":0.00415807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981951,"about_ca_topic_score_gemma":0.0001523826,"domain_scores_codex":[0.9819086,0.004943149,0.007752842,0.001699237,0.001707568,0.001988628],"domain_scores_gemma":[0.9802085,0.01291161,0.003571806,0.001527875,0.0009273391,0.0008528893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001572461,0.00002305266,0.00003202636,0.7291222,0.00007088709,0.000004257066,0.0002534081,1.938229e-8,1.302559e-8,0.00291588,0.02153444,0.2460281],"study_design_scores_gemma":[0.0008498311,0.0001109072,0.00001257543,0.4537311,0.0006752461,0.00002079782,0.000461361,0.00006265449,1.16355e-8,0.0001685792,0.5436174,0.000289622],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009582279,0.9394438,0.009700582,0.00006444753,0.002143458,0.04792029,0.0001196269,0.0001190723,0.0004791312],"genre_scores_gemma":[0.00001349621,0.978937,0.004931649,0.0006173592,0.0002278935,0.01401057,0.000125699,0.00009315572,0.001043173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5220829,"threshold_uncertainty_score":0.9997794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5414707019927536,"score_gpt":0.6682624164798425,"score_spread":0.1267917144870889,"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."}}