{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01969027,0.001754921,0.005073739,0.02185406,0.001581193,0.006540548,0.002974144,0.004727171,0.006473688],"category_scores_gemma":[0.08288219,0.001366565,0.005650414,0.02263698,0.00200871,0.004987608,0.003898965,0.002490491,0.0009415717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005995787,"about_ca_system_score_gemma":0.02866261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061877,"about_ca_topic_score_gemma":0.01768148,"domain_scores_codex":[0.9845164,0.005495002,0.005600139,0.0007793343,0.003124276,0.000484778],"domain_scores_gemma":[0.9088084,0.07379647,0.008362208,0.001365594,0.006974943,0.0006923439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008193889,0.0000514842,0.0004630419,0.8046011,0.001161846,0.0001138943,0.0007015178,0.0001892159,0.0001223162,0.001648991,0.004175917,0.1866888],"study_design_scores_gemma":[0.00001920249,0.00004696567,0.0006199537,0.9653031,0.002836016,0.0001291931,0.0003338475,0.00005896558,0.00006585506,0.0004294117,0.03014405,0.00001357043],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002473436,0.9977798,0.0002191046,0.0004476034,0.0001827584,0.0002651176,0.00008812027,0.000006663969,0.0007634718],"genre_scores_gemma":[0.002732737,0.9955046,0.0006128368,0.0003181363,0.0001039612,0.0005256754,0.00009758884,0.000003981052,0.0001005371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02185406,"threshold_uncertainty_score":0.1041334,"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."}}