{"id":"W2041040708","doi":"10.2196/games.3804","title":"The Design and Relevance of a Computerized Gamified Depression Therapy Program for Indigenous Māori Adolescents","year":2015,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Focus group; Relevance (law); Psychology; Anxiety; Feeling; Psychological intervention; Clinical psychology; Depression (economics); Psychotherapist; Social psychology; 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":[0.001392625,0.0003533326,0.0002274251,0.0003753488,0.0008973043,0.0004264344,0.0009793806,0.0005317235,0.002991947],"category_scores_gemma":[0.001768411,0.0001955207,0.0004182968,0.0001654502,0.0005318086,0.0002817564,0.0009423465,0.0005191584,0.0001627893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495017,"about_ca_system_score_gemma":0.003520519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236441,"about_ca_topic_score_gemma":0.007794301,"domain_scores_codex":[0.999273,0.000435641,0.00002805446,0.00006526553,0.00006699102,0.0001310716],"domain_scores_gemma":[0.9995819,0.0001429349,0.00003745051,0.00002100407,0.00003460027,0.0001822289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01207142,0.1397531,0.04856258,0.003525305,0.0002235543,0.002290028,0.04468217,0.006244023,0.0271214,0.002118572,0.002072063,0.7113358],"study_design_scores_gemma":[0.04030108,0.3540244,0.459364,0.001625229,0.001164005,0.001377237,0.06672926,0.01902257,0.02008701,0.003130428,0.03296707,0.0002077491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888543,0.0000636426,0.001334037,0.0002041596,0.00001927202,0.00743115,0.0000339684,0.0000360103,0.002023549],"genre_scores_gemma":[0.9613194,0.0002655794,0.01975415,0.000151113,0.00001691838,0.01683108,0.00006491894,0.000006845448,0.00158994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004236441,"threshold_uncertainty_score":0.01084715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05268115787163456,"score_gpt":0.3985054552931041,"score_spread":0.3458242974214695,"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."}}