{"id":"W2164982815","doi":"10.5539/ijps.v3n2p217","title":"Association between Efficacy of Self-Management to Prevent Recurrences of Depression and Actual Episodes of Recurrence: A Preliminary Study","year":2011,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Logistic regression; Beck Depression Inventory; Association (psychology); Psychology; Management of depression; Self-efficacy; Clinical psychology; Medicine; Psychiatry; Internal medicine; Psychotherapist; Family medicine; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207173,0.0001986939,0.00039281,0.0004337589,0.0003402929,0.0004241036,0.0002204035,0.0004432554,0.002052055],"category_scores_gemma":[0.006896026,0.0001948613,0.0004250715,0.0003409232,0.0002639138,0.0004191094,0.0003302245,0.0007248002,0.0001700401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653723,"about_ca_system_score_gemma":0.0002154488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006352,"about_ca_topic_score_gemma":0.00116682,"domain_scores_codex":[0.9992921,0.0002753687,0.0001066156,0.00006980661,0.0001553605,0.0001007148],"domain_scores_gemma":[0.9948837,0.002193659,0.001691459,0.0003371589,0.0003874564,0.0005065399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000192165,0.0001696595,0.9978685,0.00001175123,0.000044586,0.0000435065,0.0001075828,0.0000147822,0.0001087913,0.00001141411,0.00002095303,0.001406266],"study_design_scores_gemma":[0.00001354739,0.0005956824,0.9986175,0.000003589368,0.00002584951,0.0003157484,0.0001562247,0.0001162251,0.00004992503,0.00001273017,0.00008981083,0.00000320885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996229,0.0001376142,0.00004299373,0.00001655767,0.000002391988,0.000005866106,0.00002936764,8.685403e-7,0.0001415028],"genre_scores_gemma":[0.9997863,0.00004309337,0.00004265738,0.000008904717,0.000006048054,0.00000526844,0.00005371492,3.121059e-7,0.00005362934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002052055,"threshold_uncertainty_score":0.006864846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1973572612243031,"score_gpt":0.5110342111050579,"score_spread":0.3136769498807548,"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."}}