{"id":"W6902008543","doi":"10.6084/m9.figshare.22949337.v1","title":"Additional file 1 of Team approach to polypharmacy evaluation and reduction: feasibility randomized trial of a structured clinical pathway to reduce polypharmacy","year":2023,"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 Alberta; University of Victoria; University of Toronto; McMaster University","funders":"","keywords":"Polypharmacy; Table (database); Adverse effect; Randomized controlled trial; Clinical trial; MEDLINE; Primary care","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":[0.003479183,0.001267849,0.001732404,0.0009983444,0.001081915,0.001234352,0.001436477,0.001556976,0.8647252],"category_scores_gemma":[0.02747416,0.0007062488,0.00133001,0.001434588,0.0003348176,0.001764696,0.0006542354,0.00148625,0.07451141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287366,"about_ca_system_score_gemma":0.002512143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384304,"about_ca_topic_score_gemma":0.007567361,"domain_scores_codex":[0.9986665,0.0006113554,0.0001678129,0.0001568583,0.0001865299,0.0002108153],"domain_scores_gemma":[0.9801103,0.01439347,0.002214042,0.0008192809,0.001549837,0.000913027],"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":[0.03376156,0.002354278,0.001479091,0.0139994,0.0003922598,0.00007223801,0.0001404057,0.000945995,0.0001646176,0.003001257,0.9084472,0.03524163],"study_design_scores_gemma":[0.6667291,0.01040524,0.02237259,0.009252591,0.001241307,0.0002619212,0.0003140043,0.004955529,0.001041972,0.01531978,0.2679082,0.0001977707],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003139725,0.0002824026,0.001426578,0.001254558,0.0002313924,0.02231893,0.9561876,0.0005799982,0.01457891],"genre_scores_gemma":[0.1115588,0.001476522,0.02426404,0.005476588,0.001098025,0.442287,0.3017326,0.001113418,0.1109931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8647252,"threshold_uncertainty_score":0.192953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3380614695845426,"score_gpt":0.4914182395555748,"score_spread":0.1533567699710322,"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."}}