{"id":"W2315874263","doi":"10.1186/s13012-016-0410-x","title":"Appropriate prescribing in nursing homes demonstration project (APDP) study protocol: pragmatic, cluster-randomized trial and mixed methods process evaluation of an Ontario policy-maker initiative to improve appropriate prescribing of antipsychotics","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; Institute for Clinical Evaluative Sciences; University of Ottawa; Mount Sinai Hospital; Ontario Drug Policy Research Network; St. Michael's Hospital; Women's College Hospital","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Academic detailing; Nursing; Audit; Cluster randomised controlled trial; Psychological intervention; Antipsychotic; Medical prescription; Randomized controlled trial; Health administration; Intervention (counseling); Public health; Family medicine; Psychiatry; Schizophrenia (object-oriented programming)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03159757,0.005421554,0.00709705,0.00172919,0.003475313,0.003347964,0.003657514,0.005422565,0.02158245],"category_scores_gemma":[0.0270584,0.002630692,0.004049987,0.002578035,0.003562948,0.002605099,0.002709077,0.004229263,0.002760164],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101695,"about_ca_system_score_gemma":0.03372252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03532494,"about_ca_topic_score_gemma":0.03740689,"domain_scores_codex":[0.9651093,0.02461625,0.002297589,0.002141868,0.002880472,0.002954455],"domain_scores_gemma":[0.9874396,0.002529471,0.003261377,0.001329818,0.002335789,0.003104003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9379892,0.02779842,0.0009642286,0.005489411,0.001676198,0.00007786287,0.000454494,0.001189673,0.0005206051,0.0009736461,0.004182822,0.01868331],"study_design_scores_gemma":[0.9627786,0.03210484,0.001423089,0.0002902701,0.0003425989,0.0000091952,0.0000826437,0.0005994008,0.0001425514,0.0003850858,0.001816439,0.00002530003],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03216547,0.0003113792,0.001331142,0.0003695326,0.0003413601,0.962077,0.001837838,0.0001178435,0.001448428],"genre_scores_gemma":[0.03256542,0.0001668014,0.006047778,0.0003240679,0.0001141909,0.9596694,0.0003330944,0.000008860955,0.0007704539],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.988983,"threshold_uncertainty_score":0.1671059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790238951207839,"score_gpt":0.556147324634434,"score_spread":0.37712342951365,"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."}}