{"id":"W4307023893","doi":"10.1016/j.cjca.2022.08.070","title":"EVALUATION OF WRITTEN MEDICATION EDUCATIONAL RESOURCES FOR PEOPLE LIVING WITH HEART FAILURE","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Medicine; Intervention (counseling); Supervisor; Curriculum; Quality (philosophy); Data collection; Medical education; Nursing; Medical emergency; Pedagogy; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006770838,0.0005272515,0.001181204,0.0009290751,0.001806819,0.001816146,0.001136527,0.001301408,0.007684902],"category_scores_gemma":[0.0437461,0.0003717994,0.001605429,0.0007004827,0.0006427829,0.001903251,0.002223768,0.001918713,0.0005628529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296213,"about_ca_system_score_gemma":0.01157026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108527,"about_ca_topic_score_gemma":0.01782283,"domain_scores_codex":[0.9924973,0.003762648,0.001174582,0.0004081582,0.001260058,0.0008972371],"domain_scores_gemma":[0.9685882,0.0164029,0.005466597,0.0009898487,0.003369096,0.00518341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04362417,0.1400523,0.272894,0.005181928,0.001168605,0.0006864359,0.01039078,0.001065338,0.0007985937,0.0006552138,0.00596449,0.5175182],"study_design_scores_gemma":[0.02678846,0.166016,0.7605909,0.004642302,0.003562453,0.0005832232,0.01984577,0.003775929,0.00227448,0.001033816,0.01061882,0.0002679104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991327,0.0005305193,0.000159412,0.001249669,0.00008048769,0.001967645,0.0005002813,0.00004321833,0.004141855],"genre_scores_gemma":[0.9923649,0.0005535837,0.002434273,0.0008551712,0.00006066944,0.002142982,0.0004445814,0.000009724827,0.001134127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108527,"threshold_uncertainty_score":0.03580803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07210054712102891,"score_gpt":0.3664643660400802,"score_spread":0.2943638189190513,"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."}}