{"id":"W2001961563","doi":"10.1080/10503300802123245","title":"An empirical analysis of autobiographical memory specificity subtypes in brief emotion-focused and client-centered treatments of depression","year":2008,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Autobiographical memory; Psychology; Context (archaeology); Psychotherapist; Multilevel model; Depression (economics); Clinical psychology; Depressive symptoms; Cognition; Session (web analytics); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00121545,0.0001935299,0.0006070667,0.002265225,0.0001431982,0.00002005453,0.0003790837,0.0002414015,0.001496068],"category_scores_gemma":[0.00001265722,0.000170708,0.000236407,0.002594861,0.0006581123,0.00011358,0.00001404722,0.0003491348,0.000009526629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003740536,"about_ca_system_score_gemma":0.00004335153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515592,"about_ca_topic_score_gemma":0.0008379143,"domain_scores_codex":[0.996223,0.001285269,0.000603936,0.0006893568,0.0007081939,0.000490285],"domain_scores_gemma":[0.9983854,0.0002380096,0.0001457804,0.0008564726,0.0001989536,0.0001754338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002679674,0.004291278,0.96558,0.00001337744,0.0009208379,0.00002767989,0.006387987,0.000005108932,0.008113007,0.0001597219,0.0004052104,0.01141608],"study_design_scores_gemma":[0.004069113,0.0007266005,0.9919583,0.00002120041,0.00005150215,0.000005771783,0.0003635821,0.0001753993,0.001596368,0.0006729292,0.000225481,0.0001337746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957604,0.001309451,0.0001683234,0.0001520128,0.0001829898,0.0004583113,0.0000360966,0.00002577368,0.00190667],"genre_scores_gemma":[0.9962614,0.002977115,0.0001504006,0.00004386297,0.00006429448,0.00003133959,0.00002870254,0.00003029041,0.0004125581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02637824,"threshold_uncertainty_score":0.9994167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286349014813816,"score_gpt":0.4481244042468704,"score_spread":0.3194895027654888,"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."}}