{"id":"W3138659152","doi":"10.1176/appi.psychotherapy.20200052","title":"Neuroscience of Enduring Change: Implications for Psychotherapy","year":2021,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Kaleidoscope; Psychology; Perspective (graphical); Psychotherapist; Cognitive neuroscience; Psychoanalysis; Cognitive science; Cognition; Neuroscience; Computer science","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":[0.0003699804,0.0001526369,0.0003744751,0.0001541267,0.00007496331,0.00002072089,0.0004401108,0.00004450255,0.0006187927],"category_scores_gemma":[0.00001092823,0.0001278129,0.0002598866,0.0007158604,0.0002526187,0.0001160235,0.000002491308,0.0001682042,0.000005270716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001517089,"about_ca_system_score_gemma":0.0001020584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098388,"about_ca_topic_score_gemma":0.000003566897,"domain_scores_codex":[0.998455,0.0001671233,0.000602578,0.0003013593,0.0001927433,0.00028123],"domain_scores_gemma":[0.9979426,0.0002387482,0.0008661435,0.0003885795,0.0004174495,0.0001464732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001186409,0.003812985,0.07797695,0.00001859758,0.0003587328,0.000008713803,0.006367517,0.000007031797,0.09740514,0.07054327,0.01408591,0.7282287],"study_design_scores_gemma":[0.002252406,0.002530439,0.7746848,0.00005646752,0.00002969697,0.0003170487,0.0009459861,0.000001670013,0.0007952711,0.05056457,0.1675579,0.0002637516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600422,0.003519137,0.07100451,0.05607735,0.004926293,0.0004964275,0.0001025546,0.00002849859,0.003802995],"genre_scores_gemma":[0.9599501,0.003700701,0.01782486,0.01626774,0.001153053,0.0001486204,0.000005716049,0.00005259179,0.0008966312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.727965,"threshold_uncertainty_score":0.6775346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255038390542487,"score_gpt":0.4674991917532624,"score_spread":0.3419953526990138,"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."}}