{"id":"W4409161527","doi":"10.1002/pul2.70072","title":"Hank the Heart and Animation‐Based Education for Pulmonary Hypertension","year":2025,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Cincinnati Children's Hospital Medical Center","keywords":"Animation; Medicine; Focus group; Health literacy; Thematic analysis; Patient education; Qualitative research; Health education; Perception; Medical education; Literacy; Nursing; Health care; Pedagogy; Psychology; Public health; Computer science","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":[0.0002330668,0.0001587403,0.000212957,0.0004380883,0.0004079803,0.000035882,0.00006060442,0.00009636705,0.00002127354],"category_scores_gemma":[0.0001775461,0.0001135531,0.0001032558,0.0006550847,0.00007888539,0.0001631312,0.00003044666,0.0001129237,0.00001509459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009516639,"about_ca_system_score_gemma":0.0003583031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005276326,"about_ca_topic_score_gemma":0.000001553665,"domain_scores_codex":[0.9988478,0.00006916876,0.0002416409,0.0003526186,0.0002570533,0.0002317003],"domain_scores_gemma":[0.9989389,0.000237742,0.00005404689,0.0003490118,0.0003083202,0.0001119433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002298536,0.004576568,0.416793,0.001112739,0.0002655656,0.0001667383,0.00004122829,0.0001929345,0.2377751,0.004953504,0.01103744,0.3207867],"study_design_scores_gemma":[0.0006409542,0.00008773669,0.8751037,0.0001729231,0.0001510205,0.0003614087,0.00006613445,0.1045486,0.000742671,0.003410153,0.01460708,0.000107611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937296,0.004968626,0.001739062,0.04337433,0.0004007045,0.003499652,0.00002417639,0.0001444159,0.008552982],"genre_scores_gemma":[0.9934644,0.00004304168,0.001040365,0.003169394,0.00009947627,0.0003168909,0.0004219596,0.00001829645,0.001426149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4583107,"threshold_uncertainty_score":0.4630563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082203349051379,"score_gpt":0.310429315097943,"score_spread":0.2796072816074292,"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."}}