{"id":"W4322575651","doi":"10.4236/psych.2023.142015","title":"An Exploration into New Approaches in the Treatment of Mental Health: Understanding and Possible Optimization in the Implementation of Accelerated Experiential Dynamic Psychotherapy (AEDP)","year":2023,"lang":"en","type":"article","venue":"Psychology","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychotherapist; Psychology; Mental health; Experiential learning; Experiential avoidance; Field (mathematics); Outcome (game theory); Psychiatry; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004317723,0.0003703788,0.0003751848,0.0008788552,0.0005082585,0.00220058,0.001036405,0.001149585,0.001641403],"category_scores_gemma":[0.003767221,0.0001399651,0.0004819043,0.0005843499,0.004029443,0.003479884,0.002143454,0.001998625,0.0001851413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186622,"about_ca_system_score_gemma":0.003463708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006531822,"about_ca_topic_score_gemma":0.001227977,"domain_scores_codex":[0.9982581,0.001178214,0.00006914373,0.0001314647,0.0002627725,0.0001003339],"domain_scores_gemma":[0.9978604,0.00165935,0.0001649166,0.0001028615,0.00009216552,0.0001204124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00018614,0.0006519048,0.002260494,0.002773075,0.00005189493,0.0002797547,0.004428351,0.001384751,0.002452061,0.2033665,0.001757019,0.7804081],"study_design_scores_gemma":[0.0003056765,0.004048793,0.0215274,0.008835207,0.0002172486,0.00400168,0.01728309,0.008358906,0.004983236,0.6482299,0.2820503,0.0001585363],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1332939,0.4166866,0.2425259,0.105747,0.001838326,0.0009867124,0.0001090813,0.000305139,0.09850738],"genre_scores_gemma":[0.5575214,0.2233801,0.2059771,0.006874796,0.0009748808,0.0008257405,0.00006897638,0.00004417891,0.004332839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004317723,"threshold_uncertainty_score":0.02283454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2540069307716193,"score_gpt":0.4923815910768409,"score_spread":0.2383746603052216,"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."}}