{"id":"W6902053088","doi":"10.6084/m9.figshare.16880300","title":"Additional file 3 of Team approach to polypharmacy evaluation and reduction: study protocol for a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Pharmaceutical Practices and Patient Outcomes","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); Polypharmacy; Research design; MEDLINE; Patient data","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":[0.007838704,0.001970188,0.003222532,0.001300865,0.001086462,0.001797243,0.001669815,0.001823004,0.7851693],"category_scores_gemma":[0.04178929,0.001314007,0.001963595,0.001968615,0.0006844159,0.001762712,0.0007322787,0.002331644,0.054856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073705,"about_ca_system_score_gemma":0.004005453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818017,"about_ca_topic_score_gemma":0.004766564,"domain_scores_codex":[0.9974006,0.001329022,0.000405058,0.0002952265,0.0003074514,0.0002625861],"domain_scores_gemma":[0.9723971,0.02001245,0.002823127,0.001083853,0.002903107,0.0007804444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06418317,0.002303203,0.0008877801,0.07610317,0.001032184,0.0001118248,0.0003160732,0.00136497,0.0004650794,0.005738259,0.8027332,0.04476114],"study_design_scores_gemma":[0.6836458,0.006423641,0.008835983,0.02120828,0.001524596,0.000199156,0.0002728105,0.003911388,0.001133929,0.01711768,0.2555009,0.0002258456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.00346152,0.001345152,0.00581877,0.002256558,0.001163609,0.3746523,0.5892478,0.001574804,0.02047952],"genre_scores_gemma":[0.0146783,0.0005922746,0.01064232,0.001657192,0.0003528432,0.9287794,0.02384432,0.000294621,0.01915869],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7851693,"threshold_uncertainty_score":0.3064299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484358244528725,"score_gpt":0.4820578236931697,"score_spread":0.2336219992402973,"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."}}