{"id":"W2597641305","doi":"10.2196/games.6420","title":"Can Gaming Increase Antibiotic Awareness in Children? A Mixed-Methods Approach","year":2017,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational resources; Resource (disambiguation); Medical education; Psychology; Medicine; Computer science; Pedagogy","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":[0.0005485587,0.0002148843,0.0002904752,0.0001765582,0.000242875,0.0001540612,0.0005702069,0.0001696899,0.00008417711],"category_scores_gemma":[0.00013137,0.0002119299,0.00007942328,0.0001344615,0.0001581428,0.0001215281,0.00009506327,0.0002349031,0.00005797657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006885466,"about_ca_system_score_gemma":0.0001026163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328156,"about_ca_topic_score_gemma":0.0002834036,"domain_scores_codex":[0.9983062,0.0002919597,0.0003085496,0.0005534092,0.0001375521,0.0004023986],"domain_scores_gemma":[0.9983118,0.0000771901,0.0002770053,0.001157328,0.00005390936,0.0001228259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003561287,0.0006113311,0.7482738,0.00003281301,0.00006025199,0.000005957739,0.00380232,0.000009629124,0.0004439721,0.004391307,0.0009647447,0.2413683],"study_design_scores_gemma":[0.0005678448,0.00003834972,0.9949591,0.00003550947,0.00001649103,0.00006605591,0.001416281,0.00009370201,0.000162813,0.0003981023,0.00199151,0.0002542121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872097,0.0004679452,0.0002818824,0.0007890083,0.0007188658,0.0005782365,0.00002048551,0.00006462681,0.009869263],"genre_scores_gemma":[0.992058,0.0000248617,0.004839242,0.0001488198,0.0002704716,0.0001712102,0.00009013312,0.00003897862,0.0023583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2466853,"threshold_uncertainty_score":0.8642251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209888849898077,"score_gpt":0.384580085423267,"score_spread":0.3624811969242863,"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."}}