{"id":"W3138072966","doi":"10.1111/jmft.12507","title":"Practicing Emotionally Focused Therapy online: Calling all relationships","year":2021,"lang":"en","type":"article","venue":"Journal of Marital and Family Therapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; International Laboratory for Brain, Music and Sound Research; International Development Research Centre; Saint Paul University","funders":"","keywords":"Perspective (graphical); Psychology; Intervention (counseling); Process (computing); Pandemic; Psychotherapist; Coronavirus disease 2019 (COVID-19); Family therapy; Unit (ring theory); Social psychology; Computer science; Medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673158,0.0001400824,0.0002225112,0.0001124244,0.0001750532,0.00006609713,0.0001021491,0.0001729718,0.0001332122],"category_scores_gemma":[0.00005760707,0.0001090961,0.0001417453,0.0001606494,0.00005089931,0.0002492674,0.00001710043,0.0007234812,0.000008757279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003105414,"about_ca_system_score_gemma":0.00009516059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001045949,"about_ca_topic_score_gemma":0.000008276513,"domain_scores_codex":[0.9986362,0.0002919727,0.0004900982,0.0001532055,0.0002525969,0.0001759403],"domain_scores_gemma":[0.9986259,0.0005272768,0.0003582186,0.0001308558,0.0002597673,0.00009794591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001186972,0.001849862,0.8301027,0.00001044091,0.001504998,0.0004529124,0.006654477,0.0002615275,0.00510651,0.01717897,0.002437378,0.1332532],"study_design_scores_gemma":[0.003318157,0.000372428,0.9680168,0.00004279042,0.00004022367,0.0004038211,0.002255638,0.0003085058,0.00001589321,0.007952206,0.01707484,0.000198692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778574,0.01090837,0.003093775,0.003631387,0.0008424195,0.00009074146,0.000007728599,0.00001593523,0.003552248],"genre_scores_gemma":[0.9844196,0.005774612,0.006154922,0.001057669,0.0005081454,0.000001692675,0.00002987763,0.00002586362,0.002027578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379141,"threshold_uncertainty_score":0.444881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067945321519858,"score_gpt":0.3911486591017916,"score_spread":0.2843541269498059,"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."}}