{"id":"W6902028784","doi":"10.6084/m9.figshare.16880306.v1","title":"Additional file 5 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); Timeline; Polypharmacy; Data collection; Research design","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":[0.0102147,0.001924096,0.003080601,0.001725436,0.001225783,0.002011115,0.001816558,0.001892481,0.8333644],"category_scores_gemma":[0.06268748,0.001463348,0.002019288,0.002573907,0.0007288786,0.001921173,0.0007592497,0.002180666,0.05728476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537715,"about_ca_system_score_gemma":0.004413996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990137,"about_ca_topic_score_gemma":0.005337357,"domain_scores_codex":[0.9963845,0.001934167,0.0005987384,0.0003497324,0.0003984739,0.0003343886],"domain_scores_gemma":[0.9487036,0.03868178,0.004826663,0.001774174,0.00491919,0.00109462],"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":[0.03663626,0.001847117,0.0009223984,0.06964999,0.0007783991,0.00009994027,0.00030675,0.001511203,0.0003536796,0.006032018,0.8367096,0.04515266],"study_design_scores_gemma":[0.5611085,0.007573526,0.01321389,0.03170357,0.001642532,0.0002805857,0.0003971509,0.005734377,0.001565175,0.02264231,0.353823,0.0003154732],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.002686716,0.0009538967,0.005545243,0.00202334,0.0009534301,0.253891,0.7149997,0.001534426,0.01741213],"genre_scores_gemma":[0.0206036,0.0007475637,0.02036655,0.002170643,0.000461712,0.8874853,0.04304532,0.0004276534,0.02469165],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8333644,"threshold_uncertainty_score":0.2376854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2482971158782732,"score_gpt":0.4821617754774953,"score_spread":0.2338646595992221,"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."}}