{"id":"W4403625765","doi":"10.1007/s13187-024-02517-7","title":"Improving Patient Understanding and Outcomes in Lung Cancer Using an Animated Patient’s Guide with Visual Formats of Learning","year":2024,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Seniors Mechanism","funders":"","keywords":"Medicine; Lung cancer; Health literacy; Patient education; Literacy; Health care; Medical education; Family medicine; Oncology; Psychology; Pedagogy","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":[0.001044138,0.0003143468,0.0001616441,0.0003495582,0.0002466739,0.0006787456,0.00040887,0.0005915693,0.01085535],"category_scores_gemma":[0.004584295,0.0001126141,0.0004043436,0.0001293414,0.0001926097,0.0006551997,0.000811572,0.0005753943,0.001459072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299199,"about_ca_system_score_gemma":0.0005113088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347959,"about_ca_topic_score_gemma":0.003816357,"domain_scores_codex":[0.9996042,0.0002232351,0.00001672457,0.00003230195,0.00007903892,0.00004468608],"domain_scores_gemma":[0.9987687,0.0007621265,0.0001188516,0.00006460711,0.00009192614,0.0001937545],"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":[0.0009641657,0.009824337,0.049517,0.001341583,0.0001197784,0.001013116,0.009823794,0.005313776,0.01404864,0.001718804,0.05980855,0.8465064],"study_design_scores_gemma":[0.002032267,0.03862776,0.2991874,0.003179828,0.0007986253,0.007898373,0.0202488,0.04831516,0.04703193,0.008781165,0.5232534,0.0006452746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401332,0.0006399317,0.02286954,0.002808616,0.0001531194,0.0007831712,0.0008965817,0.002110637,0.02960532],"genre_scores_gemma":[0.8945691,0.001294659,0.08101481,0.001352798,0.00008705664,0.001026459,0.0008867286,0.0001684672,0.01959995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085535,"threshold_uncertainty_score":0.03631473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899482086388046,"score_gpt":0.5303804734118959,"score_spread":0.4713856525480154,"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."}}