{"id":"W4294762695","doi":"10.2196/34159","title":"The Use of Smartphone Serious Gaming Apps in the Treatment of Substance Use Disorders: Observational Study on Feasibility and Acceptability","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Observational study; Cognition; Addiction; Test (biology); Medicine; Addiction treatment; Clinical psychology; Psychology; Physical therapy; Psychiatry","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":[0.002964961,0.0002866206,0.0005572086,0.0008178525,0.0006822951,0.0009822812,0.0003717522,0.0005907606,0.001347749],"category_scores_gemma":[0.01072514,0.0004337239,0.001142321,0.0007040862,0.0004815145,0.0006751604,0.0008025901,0.000895477,0.0003722264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461035,"about_ca_system_score_gemma":0.0006214849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275858,"about_ca_topic_score_gemma":0.003181671,"domain_scores_codex":[0.9977913,0.0009390321,0.0003034725,0.000184857,0.0005718229,0.0002096311],"domain_scores_gemma":[0.9936476,0.002696292,0.001995686,0.0002937173,0.0008677751,0.0004989352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004659163,0.001910763,0.9868084,0.00009030752,0.00007594546,0.0001315794,0.002772475,0.00003887076,0.0004575216,0.00002231121,0.00007776195,0.007148194],"study_design_scores_gemma":[0.00005282178,0.003216996,0.9919788,0.00002963347,0.00007747368,0.0003080429,0.003275872,0.0003635112,0.0001955843,0.00001876257,0.000462874,0.00001962912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994505,0.00006432144,0.00005472161,0.00001334771,0.000002347404,0.00009846499,0.00007019797,0.000001260414,0.0002447816],"genre_scores_gemma":[0.9993538,0.0001143191,0.0001714899,0.00002930407,0.000005914989,0.0001021898,0.0000891731,0.000002058852,0.0001315893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003275858,"threshold_uncertainty_score":0.01568037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3601300102179502,"score_gpt":0.4513138511876686,"score_spread":0.09118384096971838,"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."}}