{"id":"W4409941151","doi":"10.1177/20552076251339597","title":"Advancing pediatric care through OpenAI’s Sora","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychology","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":[0.0009053227,0.0004197508,0.0001242568,0.0006462217,0.0005431048,0.001372462,0.0008103657,0.0005927382,0.02424856],"category_scores_gemma":[0.004475298,0.0001860018,0.0006295764,0.0002375426,0.0004689273,0.001343103,0.002982473,0.001200621,0.003711525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733715,"about_ca_system_score_gemma":0.0008115302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005844532,"about_ca_topic_score_gemma":0.002206056,"domain_scores_codex":[0.9995234,0.0001970994,0.00002677787,0.0000602518,0.0001349815,0.00005748632],"domain_scores_gemma":[0.9984263,0.0007066794,0.0001487099,0.0001391032,0.0001075607,0.0004716512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002548337,0.0009683741,0.007232597,0.0007361794,0.00004395649,0.000934795,0.005376425,0.0009523989,0.01141268,0.01025654,0.0833042,0.878527],"study_design_scores_gemma":[0.0001702024,0.0008364054,0.01182569,0.0007397512,0.00008342206,0.002614082,0.002809341,0.004925034,0.009991473,0.008412858,0.9574975,0.00009406805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2634932,0.007454105,0.2851265,0.02389556,0.003445379,0.001875784,0.004702581,0.02880694,0.3812],"genre_scores_gemma":[0.4647291,0.005934535,0.4315636,0.006070028,0.0009717449,0.001730794,0.002644533,0.002154231,0.08420137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02424856,"threshold_uncertainty_score":0.08111954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009633757799033,"score_gpt":0.3696383085453436,"score_spread":0.3495419709673532,"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."}}