{"id":"W4392044674","doi":"10.1186/s12889-024-18050-7","title":"Co-design and evaluation of a digital serious game to promote public awareness about pancreatic cancer","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Educational Games and Gamification","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Medicine; Pancreatic cancer; Test (biology); Public health; Biostatistics; Cancer; Incidence (geometry); Family medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002682631,0.0001343596,0.0002252309,0.0002810974,0.00006360608,0.0002875674,0.0001356274,0.00007636558,0.0004342277],"category_scores_gemma":[0.0002597493,0.0001227053,0.00003667095,0.0005815862,0.00005053422,0.0003139135,0.00001523715,0.00009963871,0.0000850296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518505,"about_ca_system_score_gemma":0.004109275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004845809,"about_ca_topic_score_gemma":0.00009033659,"domain_scores_codex":[0.9979057,0.0003953998,0.0004330646,0.0004391517,0.0004461955,0.000380431],"domain_scores_gemma":[0.9986965,0.0001767408,0.0001307819,0.0003182607,0.0003587209,0.0003190055],"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":[0.0000326809,0.0004227519,0.04157666,0.0006643594,0.000135896,7.231001e-7,0.0204229,0.00007551945,0.00008047278,0.02935831,0.01242078,0.8948089],"study_design_scores_gemma":[0.0007765919,0.0004224164,0.7608809,0.0002437447,0.00005175905,0.00003722638,0.00180842,0.009903863,0.00001696562,0.00235645,0.2231668,0.0003348402],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316946,0.006997995,0.02558047,0.0312606,0.0007467403,0.001951522,0.0001291532,0.0001268441,0.001512046],"genre_scores_gemma":[0.9966689,0.00008082514,0.0005851528,0.0003807016,0.0001855989,0.0008355045,0.0001271623,0.00002875642,0.001107395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8944741,"threshold_uncertainty_score":0.7289677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497004713570597,"score_gpt":0.4494773957677409,"score_spread":0.2997769244106812,"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."}}