{"id":"W4284974870","doi":"10.2196/39400","title":"Feasibility and Usefulness of Evidence-Based Gaming to Deliver Health Messages to Tweens in a Classroom Setting","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Psychology; Demographics; Login; Applied psychology; Medical education; Social psychology; Medicine; Computer science","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":[0.001722973,0.00008523894,0.0002050865,0.0002794234,0.0003797731,0.0000438446,0.0002392684,0.00003934966,0.0000304262],"category_scores_gemma":[0.001147606,0.0000860706,0.00002418846,0.001030614,0.00007865434,0.0002320568,0.0002751713,0.0001387045,0.000001881685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916346,"about_ca_system_score_gemma":0.0002466338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733444,"about_ca_topic_score_gemma":0.001195361,"domain_scores_codex":[0.9986641,0.00004065755,0.0002652206,0.0003256965,0.0003758289,0.0003285029],"domain_scores_gemma":[0.9994357,0.0001894406,0.00009408306,0.00007094086,0.00008242775,0.0001274724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006928723,0.00006236502,0.9076178,0.00005872142,0.00000378291,0.000002619537,0.04070047,0.00001362898,0.0003343936,0.006474322,0.001290593,0.04337204],"study_design_scores_gemma":[0.0009533819,0.0005175098,0.8910573,0.0006100872,0.000008199679,0.000002813624,0.07431099,0.00006286675,0.002293731,0.006953286,0.02265876,0.000571034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815448,0.0001414847,0.00009303049,0.01684735,0.00005475232,0.0004560498,0.000004686986,0.0000720231,0.0007858267],"genre_scores_gemma":[0.997237,0.00001049259,0.001159832,0.001430007,0.00001779192,0.00004367498,6.982146e-7,0.00000678979,0.00009371316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04280101,"threshold_uncertainty_score":0.3509857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602057531092504,"score_gpt":0.3623749873398032,"score_spread":0.2021692342305527,"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."}}