{"id":"W3143962166","doi":"10.1332/174426421x16141831484350","title":"Use of a knowledge exchange event strategy to identify key priorities for implementing deprescribing in primary healthcare in Nova Scotia, Canada","year":2021,"lang":"en","type":"article","venue":"Evidence & Policy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Deprescribing; Health care; Event (particle physics); Enabling; Patient safety; Adverse drug event; Knowledge management; Medicine; Nursing; Polypharmacy; Computer science; Political science; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005485665,0.0001444556,0.0003957266,0.0002400944,0.00003730392,0.00003327742,0.0001050025,0.00004815159,0.00005731303],"category_scores_gemma":[0.002238304,0.0001495209,0.00006918605,0.000633278,0.00001922518,0.00045134,0.0001849311,0.000226217,0.000003021485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007771408,"about_ca_system_score_gemma":0.003588612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7497106,"about_ca_topic_score_gemma":0.9239394,"domain_scores_codex":[0.9980652,0.0001611539,0.0006281298,0.0002994635,0.0002917958,0.0005542391],"domain_scores_gemma":[0.998332,0.0008819351,0.0001324286,0.0002405878,0.0002063349,0.0002067487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002854115,0.000140478,0.952886,0.004205302,0.00003356161,0.0001082033,0.004069476,0.00004394373,0.005985644,0.000519521,0.001135037,0.03058745],"study_design_scores_gemma":[0.001493698,0.0003034637,0.9742911,0.004929914,0.00005802262,0.0000249381,0.001582539,0.0003818341,0.006042765,0.00008494801,0.01053594,0.0002708503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842105,0.005009672,0.00004012225,0.00934487,0.0001932878,0.0009705376,0.00004533727,0.000008770169,0.0001769151],"genre_scores_gemma":[0.9956931,0.0002129928,0.0004716076,0.003087007,0.0001757501,0.00003364816,0.00001550426,0.0000181041,0.0002922625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742288,"threshold_uncertainty_score":0.6366044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4071528969482684,"score_gpt":0.5065574206125616,"score_spread":0.0994045236642932,"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."}}