{"id":"W4212851273","doi":"10.2196/30810","title":"Digital and Mobile Health Technology in Collaborative Behavioral Health Care: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital health; Health care; mHealth; Telehealth; Telemedicine; Psychology; Computer science; Medicine; Nursing; Psychological intervention; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006938778,0.0003030533,0.0008574299,0.0004645506,0.0008059109,0.0000456177,0.0002783407,0.00006131999,0.0003421927],"category_scores_gemma":[0.000004450919,0.00035219,0.00008376929,0.001438319,0.0001702312,0.0002657181,0.0004360267,0.0006164904,0.00006528344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003454607,"about_ca_system_score_gemma":0.001413513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009948434,"about_ca_topic_score_gemma":0.001016617,"domain_scores_codex":[0.9957691,0.0005285872,0.001436285,0.0007839655,0.000388637,0.001093402],"domain_scores_gemma":[0.9983164,0.00003204976,0.0006961909,0.000445325,0.00003628054,0.0004737335],"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":[0.0001982944,0.003382325,0.003555569,0.01041182,0.00001980402,0.0000263982,0.01798105,8.03343e-7,8.194556e-7,0.00375948,0.03298864,0.927675],"study_design_scores_gemma":[0.01357669,0.1609495,0.006896525,0.1210799,0.000018717,0.001534331,0.3453351,0.000009168172,0.00003164064,0.001057396,0.3467925,0.00271862],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2284233,0.6401241,0.000007748513,0.08320395,0.003077893,0.03552195,0.006688329,0.0005341785,0.002418604],"genre_scores_gemma":[0.9680339,0.002820829,0.0001990666,0.01305697,0.0000372724,0.01400605,0.0008660936,0.00008059631,0.000899235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9249564,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309191752254585,"score_gpt":0.4795183485236765,"score_spread":0.4464264310011307,"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."}}