{"id":"W6940138344","doi":"10.6084/m9.figshare.25485814","title":"Additional file 1 of Tools to measure barriers to medication management capacity in older adults: a scoping review","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":"National Research Council Canada; McMaster University; University of Toronto; University of Waterloo","funders":"","keywords":"Measure (data warehouse); Audit; Key (lock); MEDLINE; Data collection","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":[0.004961273,0.001377468,0.002047616,0.008369519,0.0007963455,0.002085355,0.001862127,0.001799191,0.8360747],"category_scores_gemma":[0.07751498,0.0009042511,0.0024945,0.01054676,0.0003356861,0.00271452,0.001859469,0.0009492098,0.06336699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221012,"about_ca_system_score_gemma":0.005031843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008909843,"about_ca_topic_score_gemma":0.01802603,"domain_scores_codex":[0.9979767,0.0005020456,0.0007975894,0.0002412103,0.0003347251,0.0001477317],"domain_scores_gemma":[0.8989669,0.08724941,0.005012248,0.001184542,0.006956528,0.0006303983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006701582,0.0001203277,0.002257295,0.1522734,0.0002970204,0.00009305081,0.0002920606,0.0004508541,0.00010862,0.001766742,0.8136908,0.02797969],"study_design_scores_gemma":[0.01067339,0.0004727734,0.04068798,0.1298252,0.002203781,0.0007210831,0.001300636,0.001289398,0.0006390099,0.01330765,0.7986068,0.0002722417],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002085666,0.0002514166,0.0002580164,0.0002062703,0.00003888529,0.0006648733,0.9968647,0.0001237477,0.001383491],"genre_scores_gemma":[0.01249881,0.003050497,0.01519333,0.001747971,0.0002734913,0.03352619,0.9124917,0.0006649279,0.02055306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8360747,"threshold_uncertainty_score":0.2338196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193244409623379,"score_gpt":0.3983985640319762,"score_spread":0.1790741230696384,"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."}}