{"id":"W2944339601","doi":"10.2196/12430","title":"Using Computer Games to Support Mental Health Interventions: Naturalistic Deployment Study","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Mental health; Psychological intervention; Thematic analysis; Psychology; Mood; Software deployment; Applied psychology; Anxiety; Medical education; Clinical psychology; Qualitative research; Psychotherapist; Medicine; Psychiatry; Engineering","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":[0.004762076,0.0008053297,0.0006249648,0.0011627,0.002000506,0.001144881,0.0009806924,0.000870365,0.001913779],"category_scores_gemma":[0.01003699,0.0008023098,0.0006933308,0.0005282077,0.00168153,0.001180858,0.001639599,0.001410015,0.0006480088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435905,"about_ca_system_score_gemma":0.001725003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00711482,"about_ca_topic_score_gemma":0.01666074,"domain_scores_codex":[0.9969251,0.001967548,0.0001920765,0.0002988558,0.0002967657,0.0003196811],"domain_scores_gemma":[0.9941787,0.002541372,0.0008124357,0.0008907998,0.0006654733,0.0009113298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007399849,0.2286351,0.3337438,0.002156951,0.0006975802,0.005064548,0.2919604,0.002498642,0.01183076,0.002065548,0.01389417,0.1000527],"study_design_scores_gemma":[0.006046297,0.1300964,0.599889,0.0007014757,0.0003352121,0.003721095,0.2080449,0.007852492,0.004880531,0.002615151,0.03529639,0.000520991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971522,0.00004309747,0.000695601,0.00008355754,0.000009322126,0.001475657,0.0001395117,0.00001557687,0.0003855034],"genre_scores_gemma":[0.9873246,0.000285567,0.004247172,0.000430153,0.00003283123,0.006213775,0.0003758271,0.00002388109,0.001066186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00711482,"threshold_uncertainty_score":0.02518463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950062193823001,"score_gpt":0.4974005574206216,"score_spread":0.4023943380383215,"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."}}