{"id":"W6921049833","doi":"10.6084/m9.figshare.16880297.v1","title":"Additional file 2 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","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":[0.01022976,0.001832898,0.00301252,0.001647495,0.001192421,0.001991913,0.001781514,0.001881862,0.8013704],"category_scores_gemma":[0.0612683,0.001480921,0.002021838,0.002327112,0.0007400241,0.001981877,0.0007887633,0.002193734,0.0528275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079431,"about_ca_system_score_gemma":0.004746445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028308,"about_ca_topic_score_gemma":0.005388279,"domain_scores_codex":[0.996559,0.001798148,0.0006091566,0.0003450213,0.0004125893,0.0002760876],"domain_scores_gemma":[0.9532418,0.03503042,0.004184042,0.001613373,0.004904505,0.001025784],"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":[0.03270599,0.001627608,0.0008388945,0.06855121,0.0007069375,0.00009574003,0.0002814023,0.00104402,0.0003003376,0.005450106,0.8465411,0.04185662],"study_design_scores_gemma":[0.5436441,0.006077183,0.01171269,0.0300567,0.001623913,0.0002403192,0.0003637211,0.003757895,0.00110014,0.02147041,0.3796688,0.0002840632],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.002515305,0.001061224,0.005034785,0.002315345,0.000950771,0.2929908,0.6778651,0.001442919,0.01582362],"genre_scores_gemma":[0.01292778,0.0006572889,0.01404147,0.001861939,0.0003679704,0.9132349,0.03508474,0.0003661826,0.02145762],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8013704,"threshold_uncertainty_score":0.283321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452657468851186,"score_gpt":0.4819543341498897,"score_spread":0.2366885872647711,"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."}}