{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02205323,0.0009137753,0.001293039,0.002952067,0.004949141,0.01522077,0.002775035,0.02465908,0.009304108],"category_scores_gemma":[0.03334368,0.0005021191,0.001306747,0.001902751,0.01314145,0.02997454,0.006428571,0.02771881,0.002709694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003558158,"about_ca_system_score_gemma":0.008955149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321143,"about_ca_topic_score_gemma":0.00267162,"domain_scores_codex":[0.9897401,0.005181215,0.0008363528,0.0008509546,0.002690291,0.0007010036],"domain_scores_gemma":[0.9322507,0.04924412,0.002277345,0.001303016,0.008386827,0.006537943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001437638,0.0001871717,0.0007035279,0.0022591,0.00002787114,0.001520536,0.002427151,0.0003473295,0.0002532606,0.3984621,0.3416451,0.2520231],"study_design_scores_gemma":[0.00004193413,0.0001394863,0.0005218923,0.003972791,0.00002321182,0.001845917,0.004431358,0.0004062633,0.0001053895,0.1755752,0.8128703,0.00006637281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003965722,0.1401124,0.001530244,0.7867673,0.05983153,0.0000289001,0.00002293867,0.00004008156,0.01127017],"genre_scores_gemma":[0.02675714,0.3291723,0.005947292,0.305172,0.3232819,0.0003474029,0.00006823047,0.00007688305,0.009176872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02465908,"threshold_uncertainty_score":0.11663,"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."}}