{"id":"W3169701952","doi":"10.2196/19614","title":"Gamifying Sexual Education for Adolescents in a Low-Tech Setting: Quasi-Experimental Design Study","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproductive health; Psychology; Limiting; Citizen journalism; Medical education; Mathematics education; Medicine; Engineering; Computer science; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008608898,0.00027921,0.0004321789,0.0001624489,0.0006086223,0.00002021452,0.0001770247,0.0001953456,0.0000583981],"category_scores_gemma":[0.000213667,0.0002612404,0.00004284984,0.0003862979,0.00004193705,0.0001567716,0.0001573231,0.0006254741,0.00008088726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798807,"about_ca_system_score_gemma":0.001624158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101159,"about_ca_topic_score_gemma":0.0001391704,"domain_scores_codex":[0.996304,0.001059112,0.0007186485,0.0008529389,0.0002874744,0.0007778647],"domain_scores_gemma":[0.9986593,0.0001405271,0.0002659541,0.000500496,0.0002554647,0.0001783168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148307,0.05253604,0.7602748,0.004924439,0.00006750288,0.00005863235,0.1035547,0.00004257737,0.03443326,0.0001595332,0.01111425,0.03135122],"study_design_scores_gemma":[0.006194331,0.002934273,0.5814794,0.002166695,0.00003038629,0.0000188621,0.3967952,0.0002901969,0.004219229,0.0002557253,0.004774192,0.0008414245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885805,0.0005702068,0.0007705315,0.000822235,0.001758865,0.007188641,0.000009419735,0.0001509744,0.0001486219],"genre_scores_gemma":[0.9907891,0.000009841599,0.001133528,0.0009980296,0.0008223375,0.002479949,0.00003846148,0.00006694405,0.00366188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2932406,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0907803999372087,"score_gpt":0.4656770330309998,"score_spread":0.3748966330937911,"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."}}