{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006586266,0.0001288128,0.0002376489,0.0001628439,0.0001662789,0.00007488917,0.00005240555,0.00005900729,0.00004626019],"category_scores_gemma":[0.0003683624,0.0001013372,0.00005252715,0.00009125515,0.0004233577,0.0003300757,0.00001653876,0.0001279113,1.764579e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031682,"about_ca_system_score_gemma":0.000096185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001303581,"about_ca_topic_score_gemma":0.0002311056,"domain_scores_codex":[0.9989883,0.000040344,0.0003090326,0.0002030333,0.0002658233,0.0001934999],"domain_scores_gemma":[0.9988003,0.0003031611,0.0003845801,0.0001153072,0.0002468829,0.0001497473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002602676,0.0001047642,0.994352,0.0005721683,0.0002484468,0.00001913995,0.0004930223,0.00001298136,0.0001367056,0.0005729352,0.0004536834,0.0004314702],"study_design_scores_gemma":[0.00503011,0.001459303,0.9901275,0.0008557597,0.0001125697,0.00004554711,0.000563664,0.001134241,0.0002791101,0.0002486663,0.00005236694,0.00009113147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905294,0.0000209093,0.008363846,0.0001241233,0.0001093213,0.0005600131,0.00007211931,0.00001115477,0.000209069],"genre_scores_gemma":[0.9983972,0.00004043568,0.001242026,0.00002435263,0.0001136978,0.00001258977,0.00002857222,0.00001823557,0.0001228948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007867752,"threshold_uncertainty_score":0.4132412,"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."}}