{"id":"W3184124850","doi":"10.2196/31385","title":"The Digital Therapeutic Alliance: Prospects and Considerations","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Mental health; Digital health; Mental health care; Therapeutic relationship; Psychotherapist; Health care; Psychology; Medicine; 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":[0.0001496084,0.0001254754,0.0001434235,0.00001671882,0.0007438698,0.000261358,0.00006750996,0.00004005737,0.0002582566],"category_scores_gemma":[0.0000127821,0.0001002583,0.00005861837,0.0001223889,0.0001622538,0.0001575946,0.00006865076,0.0001633563,0.0003201326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646853,"about_ca_system_score_gemma":0.0001563891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002405296,"about_ca_topic_score_gemma":0.0002031843,"domain_scores_codex":[0.9986316,0.00009873955,0.0003760949,0.0003019612,0.0001646327,0.0004269546],"domain_scores_gemma":[0.9992302,0.000137134,0.000107972,0.0002854209,0.00003267557,0.0002065926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008491935,0.00129875,0.004090019,0.0001427169,0.0001067738,0.00004376612,0.003373692,1.018941e-7,0.00003021988,0.6137834,0.06435639,0.3126893],"study_design_scores_gemma":[0.00432906,0.00277549,0.2395302,0.0005759473,0.00001568234,0.002076715,0.01316049,0.00003101807,0.0006345867,0.1185371,0.61761,0.0007238124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5174524,0.04959213,0.00006487488,0.2648546,0.008098363,0.005793866,0.001099122,0.0004944635,0.1525502],"genre_scores_gemma":[0.9792657,0.0000729368,0.00006648408,0.00356556,0.00006351644,0.0002730017,0.00005361392,0.00002056747,0.01661859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5532536,"threshold_uncertainty_score":0.5721321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370514359154336,"score_gpt":0.4159739247275384,"score_spread":0.372268781135995,"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."}}