{"id":"W4395093826","doi":"10.2196/56168","title":"An Introduction to the OutSMART Cancer Serious Game: Current and Future Directions","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Educational Games and Gamification","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Cancer; Medicine; Engineering; Internal medicine; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001623798,0.001526157,0.0006603121,0.001434518,0.0007190189,0.003811704,0.001573075,0.002531796,0.03003655],"category_scores_gemma":[0.004844587,0.0004516024,0.0009759031,0.0006420831,0.0007211837,0.003767044,0.002090496,0.004071375,0.007943452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051426,"about_ca_system_score_gemma":0.001378825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014528,"about_ca_topic_score_gemma":0.003849126,"domain_scores_codex":[0.9991754,0.0002425248,0.00006750752,0.0001076631,0.0003046221,0.0001022909],"domain_scores_gemma":[0.9977149,0.0009623828,0.00008762348,0.00007076368,0.0005748831,0.0005893879],"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":[0.0003665368,0.001087173,0.001351994,0.002196157,0.00002315687,0.0002722917,0.001096959,0.0007801791,0.002942162,0.01569417,0.2176764,0.7565128],"study_design_scores_gemma":[0.0000680083,0.001056501,0.001742077,0.00252649,0.00002655908,0.0008271103,0.0006232627,0.002055177,0.0009921179,0.007933783,0.9820639,0.00008502028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02621167,0.1734716,0.3045491,0.1131507,0.03843702,0.007876629,0.004190714,0.01455387,0.3175586],"genre_scores_gemma":[0.07499193,0.2329003,0.4092967,0.02665364,0.01365117,0.006320325,0.005555151,0.002325868,0.2283049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03003655,"threshold_uncertainty_score":0.1004822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698585625788149,"score_gpt":0.3933409858603779,"score_spread":0.3763551296024963,"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."}}