{"id":"W4391221312","doi":"10.1111/jgs.18772","title":"Evidence‐based data for newly approved medications' use in older adults: An analysis from clinical trials to monographs","year":2024,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Network for Research on Aging; Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Medicine; Clinical trial; Population; Gerontology; Randomized controlled trial; Notice; MEDLINE; Dosing; Family medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1052883,0.0009013579,0.007121054,0.01834003,0.0006858759,0.003990455,0.001571414,0.002097834,0.004261714],"category_scores_gemma":[0.32971,0.0009258112,0.01080386,0.02492442,0.001209729,0.003802729,0.00306456,0.001945833,0.000535376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003961954,"about_ca_system_score_gemma":0.006433577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371212,"about_ca_topic_score_gemma":0.005761096,"domain_scores_codex":[0.7988902,0.08916289,0.0719427,0.008216902,0.03014587,0.001641396],"domain_scores_gemma":[0.3963617,0.4401792,0.1288639,0.0126232,0.01955389,0.002418257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.02526958,0.0003289905,0.2117073,0.3870192,0.1805236,0.0005854007,0.001478083,0.001930344,0.001198535,0.001814206,0.0153053,0.1728396],"study_design_scores_gemma":[0.01115151,0.003658329,0.5484452,0.1671237,0.1872648,0.001293563,0.0009667797,0.001053123,0.001004839,0.002843785,0.07499958,0.000194815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08339471,0.8673833,0.002863648,0.002089496,0.0003819792,0.008103468,0.02821834,0.000121898,0.007443149],"genre_scores_gemma":[0.6709242,0.2686884,0.01099497,0.009372834,0.0008097803,0.01710404,0.0205398,0.0001569127,0.001409028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1052883,"threshold_uncertainty_score":0.5568241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4511622950090905,"score_gpt":0.5451247829900953,"score_spread":0.09396248798100476,"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."}}