{"id":"W2207390649","doi":"10.4212/cjhp.v68i6.1503","title":"Dissemination of Research Results: On the Path to Practice Change","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Path (computing); Computer science; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6629173,0.001568523,0.00394662,0.00903101,0.008084865,0.04371799,0.008848267,0.03298621,0.0369943],"category_scores_gemma":[0.7750775,0.00181803,0.004355557,0.007176331,0.03805546,0.06088719,0.02040968,0.02079627,0.006287455],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01906978,"about_ca_system_score_gemma":0.09398819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007424949,"about_ca_topic_score_gemma":0.006291231,"domain_scores_codex":[0.3294396,0.5751374,0.02628776,0.01113704,0.05020699,0.007791239],"domain_scores_gemma":[0.07876083,0.7823437,0.01541904,0.05072956,0.06427553,0.008471342],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006355229,0.000551077,0.007935556,0.007077864,0.0005613129,0.0002256215,0.01127089,0.0006023215,0.0004281398,0.4108454,0.1266387,0.4332275],"study_design_scores_gemma":[0.001450806,0.001137477,0.01101127,0.03244914,0.0006698496,0.0004641641,0.02180887,0.002192028,0.001771601,0.6481024,0.2786042,0.0003381094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003308982,0.01610867,0.01421589,0.9338457,0.004517606,0.00062955,0.0002394135,0.000249341,0.02688488],"genre_scores_gemma":[0.5603578,0.03717667,0.1177581,0.2547816,0.01238051,0.003865169,0.000724001,0.0006720013,0.01228425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.992575,"threshold_uncertainty_score":0.415683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7371411836905649,"score_gpt":0.7111578013553507,"score_spread":0.02598338233521424,"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."}}