{"id":"W3027299079","doi":"10.2196/17662","title":"Workshop on Implementation Science and Digital Therapeutics for Behavioral Health","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse","keywords":"Digital health; Center of excellence; Mental health; Behavioural sciences; Translational science; Health care; Medical education; Computer science; Psychology; Medicine; Psychotherapist; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003912988,0.0001785059,0.0002255273,0.0001077979,0.0005455557,0.0001526743,0.0001911061,0.00003657159,0.00007888167],"category_scores_gemma":[0.000004230128,0.0001793456,0.00006182278,0.0003567052,0.0002012091,0.0003669553,0.00007896747,0.0001475931,0.00008379392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000671185,"about_ca_system_score_gemma":0.0003286896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099319,"about_ca_topic_score_gemma":0.00007562974,"domain_scores_codex":[0.9977803,0.00004748226,0.0005484526,0.0005260846,0.0003863865,0.0007112804],"domain_scores_gemma":[0.9988602,0.00004470596,0.0002456454,0.0001827111,0.00004889436,0.0006177939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003195018,0.0007876271,0.0006933908,0.0001433468,0.00001189952,7.612185e-7,0.01003271,9.512455e-8,0.0000153102,0.01011658,0.01560252,0.9622763],"study_design_scores_gemma":[0.02361658,0.0969803,0.1085628,0.001254631,0.00003744069,0.0001333693,0.1510525,0.0004296424,0.0009440174,0.003434717,0.6114298,0.00212421],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047562,0.0007540354,0.0003570184,0.1785788,0.002088276,0.008124938,0.002661743,0.0002886394,0.002390408],"genre_scores_gemma":[0.9760116,0.00001202836,0.000274939,0.0227498,0.00009475199,0.0003604293,0.0002084339,0.00003270123,0.0002553247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.960152,"threshold_uncertainty_score":0.7313504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639409545817369,"score_gpt":0.5473592678220033,"score_spread":0.3834183132402664,"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."}}