{"id":"W3154424071","doi":"10.1016/j.sapharm.2021.03.017","title":"Implementation conditions leading to the scale-up of an innovation involving the optimal use of antipsychotics in long-term care centers: The Optimizing Practices, Use, Care and Services-Antipsychotics (OPUS-AP) program","year":2021,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of New Brunswick; Université de Montréal; Canadian Foundation for Healthcare Improvement; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Alzheimer Society of Canada; Université Laval; Université de Sherbrooke","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Opus; Scale (ratio); Long-term care; Term (time); Psychiatry; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04464217,0.0005616979,0.0007402753,0.001109006,0.004204022,0.00744004,0.001782168,0.003187443,0.009762731],"category_scores_gemma":[0.1354192,0.0007521972,0.001837321,0.001293977,0.002699249,0.003970778,0.005982334,0.004535787,0.0003504758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01251224,"about_ca_system_score_gemma":0.08493742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05305238,"about_ca_topic_score_gemma":0.05578774,"domain_scores_codex":[0.9629539,0.01815875,0.003204904,0.002217488,0.004204816,0.009260167],"domain_scores_gemma":[0.835291,0.09902473,0.0282672,0.004952811,0.01559566,0.01686856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01524287,0.03732248,0.6482877,0.001571985,0.001028891,0.001170756,0.01517649,0.01224771,0.005205144,0.07698572,0.01264838,0.1731119],"study_design_scores_gemma":[0.003835786,0.01418078,0.8766859,0.0009961886,0.001488733,0.0002131327,0.04582452,0.02285807,0.008016041,0.01891769,0.006754749,0.0002284089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750093,0.0001477665,0.002137377,0.01182157,0.0001214126,0.002027868,0.0007173572,0.00006113858,0.007956145],"genre_scores_gemma":[0.9925897,0.0000738171,0.004422492,0.0009188952,0.0000677714,0.0009554579,0.0002529884,0.00001359451,0.000705262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05305238,"threshold_uncertainty_score":0.2360932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7940427619715904,"score_gpt":0.7441312908262427,"score_spread":0.04991147114534766,"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."}}