{"id":"W7000456511","doi":"","title":"Examining the etiology of depression in adolescents: exploring cognitive and intrapersonal vulnerability models","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Stressor; Intrapersonal communication; Cognition; Interpersonal communication; Mental health; Etiology; Multilevel model; Vulnerability (computing)","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":[0.002303842,0.0006590576,0.0004302893,0.001574061,0.001071419,0.001879664,0.0007580688,0.0005450296,0.001197508],"category_scores_gemma":[0.00481146,0.0004624056,0.001317972,0.00108143,0.001038489,0.001463762,0.002249062,0.001101619,0.0000661578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306376,"about_ca_system_score_gemma":0.002306573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552876,"about_ca_topic_score_gemma":0.01830671,"domain_scores_codex":[0.9993052,0.000315494,0.00003671851,0.0001072896,0.0001036168,0.000131671],"domain_scores_gemma":[0.9981542,0.0008959353,0.000491243,0.0000898567,0.0001218633,0.0002469072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002190681,0.0001267196,0.9863676,0.00003291162,0.0001549742,0.00009571604,0.003883145,0.0002480834,0.0001153768,0.002351927,0.00006762274,0.006534009],"study_design_scores_gemma":[0.00001018366,0.0001158804,0.9802449,0.0001023787,0.0002296077,0.0001921543,0.006401036,0.005978631,0.0001024638,0.006069726,0.0005417792,0.00001124341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972561,0.0004474845,0.0007325656,0.000460377,0.000005713249,0.00003354074,0.0000350236,0.000002635085,0.001026501],"genre_scores_gemma":[0.9983382,0.000550838,0.0008191435,0.00004227777,0.000006478439,0.00004070501,0.00005256453,0.000001144258,0.0001486603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552876,"threshold_uncertainty_score":0.03087676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07405190877020787,"score_gpt":0.2908297280261431,"score_spread":0.2167778192559352,"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."}}