{"id":"W2903577384","doi":"10.1111/ajag.12606","title":"Pill for this and a pill for that: A cross‐sectional survey of use and understanding of medication among adults with multimorbidity","year":2018,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Research Council of New Zealand","keywords":"Pill; Medicine; Multimorbidity; Cross-sectional study; Family medicine; Polypharmacy; Pediatrics; Chronic disease; Nursing; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001456682,0.0001589707,0.0003191796,0.0004554476,0.0005256031,0.0006040049,0.0002865258,0.0006230919,0.001517541],"category_scores_gemma":[0.003464576,0.0004120731,0.0004200924,0.000594746,0.0002386643,0.0009253487,0.0006971097,0.0007971525,0.0004200459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000436244,"about_ca_system_score_gemma":0.0005938106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02358156,"about_ca_topic_score_gemma":0.03589555,"domain_scores_codex":[0.999402,0.0001512978,0.0001177101,0.00007818762,0.0001623845,0.00008841645],"domain_scores_gemma":[0.9984485,0.0002066488,0.0007285195,0.00007173292,0.0002487211,0.0002958155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002734949,0.00008553039,0.996902,0.0000292212,0.0000301587,0.00002622701,0.001150938,0.000009635888,0.000112023,0.000008319498,0.0002319179,0.00138662],"study_design_scores_gemma":[0.000006496085,0.0001238946,0.9978322,0.00001931674,0.00001118207,0.00009632494,0.001565771,0.00005232139,0.00002223108,0.000007143119,0.0002598388,0.000003268204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988803,0.0001023885,0.00003577293,0.0001325184,0.000003952732,0.0000326245,0.0005008717,0.000001653158,0.0003097857],"genre_scores_gemma":[0.9988954,0.0001553325,0.0001399976,0.0001882428,0.00000556125,0.00004131508,0.0003660758,0.000001116313,0.0002068334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02358156,"threshold_uncertainty_score":0.04688859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559238077063361,"score_gpt":0.3584868292883919,"score_spread":0.2025630215820557,"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."}}