{"id":"W4285045674","doi":"10.1016/j.cjco.2022.07.004","title":"Evaluation of Online Written Medication Educational Resources for People Living With Heart Failure","year":2022,"lang":"en","type":"article","venue":"CJC Open","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"University of British Columbia","keywords":"Heart failure; Medicine; Psychology; Gerontology; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01350137,0.0004031465,0.0008249981,0.001997171,0.0005890845,0.001857253,0.0006053673,0.0006719531,0.007647904],"category_scores_gemma":[0.06868558,0.0002418984,0.001434545,0.001403819,0.0004343859,0.002017537,0.001547174,0.0007666171,0.0008706246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000875004,"about_ca_system_score_gemma":0.002316583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893103,"about_ca_topic_score_gemma":0.003164789,"domain_scores_codex":[0.9898968,0.004986,0.002384544,0.0004799642,0.001798092,0.0004546521],"domain_scores_gemma":[0.9329971,0.03767463,0.01630328,0.001581953,0.008927528,0.002515459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005049379,0.007331552,0.6459925,0.007559529,0.000601881,0.0003917819,0.006429887,0.0006587539,0.0006798374,0.000202201,0.005987812,0.319115],"study_design_scores_gemma":[0.001420819,0.01340028,0.9567268,0.004433297,0.00109949,0.000649976,0.00694732,0.002645736,0.001995794,0.0004284849,0.01012769,0.0001242674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822212,0.001398215,0.00096933,0.001049243,0.00005065727,0.003747591,0.003427183,0.000133804,0.007002817],"genre_scores_gemma":[0.9872601,0.0008695895,0.006099241,0.0004682638,0.00006475695,0.002414648,0.001849575,0.00002771997,0.0009460857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01350137,"threshold_uncertainty_score":0.07140285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07833154221188396,"score_gpt":0.4883742568826892,"score_spread":0.4100427146708052,"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."}}