{"id":"W6977510881","doi":"10.6084/m9.figshare.25583857","title":"Additional file 1 of Improving medication prescribing-related outcomes for vulnerable elderly in transitions on high-risk medications (IMPROVE-IT HRM): a pilot randomized trial protocol","year":2024,"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 Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Randomized controlled trial; Protocol (science); MEDLINE; Clinical trial","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":[0.006033797,0.001168967,0.001836422,0.0009251292,0.001223178,0.001377674,0.001350211,0.00189525,0.7700488],"category_scores_gemma":[0.03187256,0.0007784542,0.001472157,0.0016428,0.0003835418,0.001923813,0.0009399747,0.002148902,0.07471368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291809,"about_ca_system_score_gemma":0.003658036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002790969,"about_ca_topic_score_gemma":0.005988467,"domain_scores_codex":[0.9977291,0.001214365,0.0003444596,0.0002620566,0.0002335278,0.0002166027],"domain_scores_gemma":[0.9815073,0.01211803,0.002074776,0.001019981,0.00230199,0.0009780411],"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":[0.0314033,0.001833907,0.001150611,0.01246121,0.0003402875,0.00005357833,0.0001751075,0.0004785296,0.0001496869,0.003320958,0.9195123,0.02912054],"study_design_scores_gemma":[0.6228349,0.008358119,0.0203253,0.01174276,0.001198188,0.0002019933,0.0003579847,0.002880639,0.0008337793,0.015429,0.3156597,0.000177511],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.003307744,0.0003748251,0.002573495,0.002418899,0.0004460055,0.1187066,0.8487331,0.0008411291,0.02259819],"genre_scores_gemma":[0.03222599,0.0006747323,0.01332875,0.003288635,0.0005067086,0.8036028,0.1064253,0.0004303622,0.03951675],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7700488,"threshold_uncertainty_score":0.3279974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08945637933004226,"score_gpt":0.3800379790602268,"score_spread":0.2905815997301846,"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."}}