{"id":"W6958362616","doi":"10.6084/m9.figshare.16880309.v1","title":"Additional file 6 of Team approach to polypharmacy evaluation and reduction: study protocol for a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Bruyère; University of Victoria; University of Alberta; University of Toronto; McMaster University","funders":"","keywords":"Randomized controlled trial; Protocol (science); Checklist; Polypharmacy; Measure (data warehouse); Fidelity","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01135673,0.001940769,0.003193952,0.00163649,0.001409339,0.00209482,0.001879222,0.002224317,0.8539624],"category_scores_gemma":[0.05603937,0.001698466,0.001981662,0.002661718,0.0007429807,0.002316239,0.0009370213,0.002932199,0.0873094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413334,"about_ca_system_score_gemma":0.004623365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285041,"about_ca_topic_score_gemma":0.00516469,"domain_scores_codex":[0.995955,0.002132036,0.0006960757,0.0003874076,0.0004486475,0.0003807913],"domain_scores_gemma":[0.9580993,0.02946847,0.004332409,0.001866731,0.004920803,0.001312272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.0360376,0.002050044,0.0006584014,0.06449743,0.0005243595,0.0000833192,0.0003651066,0.0008277394,0.0003440539,0.004741742,0.8347812,0.05508898],"study_design_scores_gemma":[0.5522283,0.006339816,0.009992297,0.03220744,0.001151203,0.0002360776,0.0004087814,0.003386596,0.001255466,0.01706159,0.3754496,0.0002829527],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.002049002,0.0008286698,0.00529557,0.002041775,0.0009891922,0.4018604,0.5645977,0.001615104,0.02072255],"genre_scores_gemma":[0.00755756,0.0004786322,0.01143473,0.001239382,0.0002571406,0.9426114,0.02033198,0.000291299,0.01579785],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8539624,"threshold_uncertainty_score":0.2083048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139201591846681,"score_gpt":0.422791012086506,"score_spread":0.283589420239825,"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."}}