{"id":"W3064226976","doi":"10.2196/16655","title":"A Serious Game on the First-Aid Procedure in Choking Scenarios: Design and Evaluation Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choking; Test (biology); Psychology; Applied psychology; Social psychology; Computer security; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525892,0.0001701569,0.0002603955,0.00007955441,0.00009497572,0.00006017683,0.00006836536,0.00007981044,0.00002926672],"category_scores_gemma":[0.000323653,0.0001133528,0.00004605191,0.0003417033,0.00004470714,0.00007891643,0.0000372561,0.0002740037,0.0000278587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008091133,"about_ca_system_score_gemma":0.0001305633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002187824,"about_ca_topic_score_gemma":0.00008312528,"domain_scores_codex":[0.9986154,0.0001714082,0.0002211695,0.0003385834,0.0004514716,0.0002019585],"domain_scores_gemma":[0.9994326,0.000128471,0.00007948486,0.0001901446,0.00007922019,0.00009004177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006861538,0.001743115,0.5349808,0.001002587,0.0005509765,0.000442007,0.2561405,0.01157071,0.006781059,0.00009254569,0.02027871,0.1595555],"study_design_scores_gemma":[0.003989313,0.001357482,0.9621068,0.0002855486,0.0001350552,0.00001360954,0.00577495,0.02155266,0.0001784317,0.00006775959,0.004329776,0.0002086465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821481,0.00033989,0.00001927798,0.01218359,0.0001781722,0.004699473,9.42463e-7,0.00007207073,0.0003584871],"genre_scores_gemma":[0.9974231,0.00003046222,0.00005893936,0.001622143,0.0002347071,0.000564662,0.000004906767,0.00002668644,0.00003445637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.427126,"threshold_uncertainty_score":0.4622393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997987709231327,"score_gpt":0.3063149717684783,"score_spread":0.276335094676165,"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."}}