{"id":"W2994343371","doi":"","title":"Pictograms: Can They Help Patients Recall Medication Safety Instructions?","year":2016,"lang":"en","type":"article","venue":"Visible Language","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Health care; Pictogram; Numeracy; Literacy; Psychology; Nursing; Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001163121,0.0001345827,0.0001928735,0.0001428484,0.0006283497,0.00001334608,0.0002321629,0.0001953584,0.003154316],"category_scores_gemma":[0.0008528587,0.00008147011,0.00004848374,0.0002358202,0.00004721531,0.0006956206,0.00008898183,0.000308833,0.001006943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983705,"about_ca_system_score_gemma":0.0002529938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318284,"about_ca_topic_score_gemma":0.001135632,"domain_scores_codex":[0.9973759,0.0004563817,0.00115551,0.0002358389,0.0003145218,0.0004618706],"domain_scores_gemma":[0.9981615,0.0003215289,0.0004524652,0.0005558541,0.000261474,0.0002471743],"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":[0.00009486646,0.00009018544,0.4348969,0.0002599514,0.00001196811,5.112842e-7,0.0212495,3.387915e-7,0.0001120676,0.00159993,0.005163836,0.53652],"study_design_scores_gemma":[0.003216327,0.0001139391,0.5595911,0.000594939,0.000012356,8.17583e-7,0.006050363,0.00008633407,0.0001800647,0.0008885479,0.4289705,0.0002947391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617986,0.00003821558,0.00357185,0.00303018,0.001457587,0.0009771902,0.0003120669,0.0003066826,0.0285076],"genre_scores_gemma":[0.9910095,0.00009326078,0.001057065,0.004933971,0.000330237,0.0001273711,0.0002664621,0.00001817453,0.002163998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5362253,"threshold_uncertainty_score":0.9997709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205693335278628,"score_gpt":0.3860611852464086,"score_spread":0.3640042518936223,"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."}}