{"id":"W4405319389","doi":"10.2196/56978","title":"Gamified Adaptive Approach Bias Modification in Individuals With Methamphetamine Use History From Communities in Sichuan: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Psychology; Effi; Computer science; Medicine; World Wide Web","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":[0.002411145,0.001229099,0.003158471,0.0007090954,0.0009136956,0.0006907742,0.0009847052,0.001857824,0.004253139],"category_scores_gemma":[0.002515487,0.0005093704,0.002213247,0.0007467385,0.001002957,0.0006899935,0.0007891592,0.001597885,0.000196117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064561,"about_ca_system_score_gemma":0.00306578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006488558,"about_ca_topic_score_gemma":0.009523772,"domain_scores_codex":[0.9988324,0.0005802756,0.0001010022,0.0001706816,0.0001042819,0.0002114237],"domain_scores_gemma":[0.9990815,0.0002131123,0.0001911353,0.00006940989,0.0001109825,0.0003338252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8730476,0.04951005,0.005274447,0.005049959,0.0031917,0.0001433904,0.0003401795,0.0005685692,0.001235376,0.0001959167,0.001083315,0.06035953],"study_design_scores_gemma":[0.8415622,0.1401222,0.01395716,0.0003667668,0.001905817,0.00002467041,0.0001590102,0.000724508,0.00026548,0.000200355,0.0006799428,0.00003190745],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976187,0.005401179,0.0005936021,0.0004256715,0.0003640847,0.01549859,0.0003501174,0.0001317108,0.001048086],"genre_scores_gemma":[0.9774,0.002063747,0.002203885,0.0005885482,0.0001739105,0.01656165,0.0002167042,0.000004683061,0.0007867748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006488558,"threshold_uncertainty_score":0.01422822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194927257911114,"score_gpt":0.3404955962499495,"score_spread":0.2210028704588381,"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."}}