{"id":"W2004398288","doi":"10.1177/1359104506061413","title":"Mechanisms of Action in the Process of Change: Helping Eating Disorder Clients Make Meaningful Shifts in Their Lives","year":2006,"lang":"en","type":"article","venue":"Clinical Child Psychology and Psychiatry","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Coping (psychology); Psychology; Context (archaeology); Action (physics); Cognition; Psychotherapist; Developmental psychology; Coping behavior; Social psychology; Cognitive psychology; Clinical psychology; Psychiatry","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":[0.00132757,0.0002211458,0.0004800915,0.0002017245,0.00009141727,0.000008106947,0.0003267855,0.000382307,0.00008125938],"category_scores_gemma":[0.00004457329,0.0001659721,0.0001398178,0.0004661068,0.0002786045,0.00006030981,0.00003086565,0.0007431931,0.000004199193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003213493,"about_ca_system_score_gemma":0.00001518107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002447964,"about_ca_topic_score_gemma":0.001970745,"domain_scores_codex":[0.9972537,0.00059337,0.001132118,0.0005424952,0.000136405,0.0003419069],"domain_scores_gemma":[0.9987029,0.0003191608,0.0005114811,0.0004020236,0.00003029326,0.0000341601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002528941,0.002807874,0.9685852,0.00006854162,0.00002241983,0.000002410094,0.003705701,0.000003149559,0.00001438797,0.006956662,0.00007123446,0.01750954],"study_design_scores_gemma":[0.002059708,0.0006528593,0.9612644,0.0002566531,0.00002644669,0.00001138422,0.00621733,0.00001064691,0.000001825055,0.02927108,0.00006615046,0.000161482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870304,0.002340761,0.0001545685,0.001341681,0.001629104,0.0004874899,0.00001101775,0.00001977205,0.006985234],"genre_scores_gemma":[0.997963,0.0001500852,0.0002640294,0.00129454,0.000193692,0.00007740297,0.00001773155,0.00002279292,0.00001676856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02231441,"threshold_uncertainty_score":0.6768144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791015637305872,"score_gpt":0.4112828395535995,"score_spread":0.3433726831805408,"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."}}