{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04524781,0.001833957,0.0009754513,0.001405263,0.004339684,0.009876595,0.004117898,0.009235159,0.02522739],"category_scores_gemma":[0.0358195,0.000771463,0.002748499,0.0006956039,0.004442574,0.006135724,0.01396721,0.02331934,0.005794156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007401857,"about_ca_system_score_gemma":0.0236214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547381,"about_ca_topic_score_gemma":0.007741807,"domain_scores_codex":[0.9836234,0.009451513,0.000683627,0.001381588,0.002789543,0.002070389],"domain_scores_gemma":[0.9639914,0.01430764,0.0008612231,0.001659407,0.006667146,0.01251326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002331714,0.0006138823,0.0004125892,0.0007139468,0.00006998445,0.0004554003,0.004730004,0.0006348273,0.001435546,0.01912778,0.9064274,0.0651455],"study_design_scores_gemma":[0.00007824556,0.0001581225,0.0008994623,0.0009255413,0.00002534507,0.0001208716,0.003710449,0.0003628776,0.0006111926,0.01082018,0.9822378,0.00004998898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006088438,0.01353045,0.01803914,0.7439187,0.166402,0.002481196,0.0007216439,0.0002907419,0.04852792],"genre_scores_gemma":[0.1338187,0.04197182,0.04762484,0.3485675,0.1375151,0.009355197,0.00189454,0.0009473379,0.2783049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04524781,"threshold_uncertainty_score":0.2392961,"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."}}