{"id":"W2592216211","doi":"10.14232/phd.3475","title":"Genetic and environmental risk factors, informative subtypes and putative endophenotypes in major depressive disorder","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Endophenotype; Major depressive disorder; Psychology; Genetics; Biology; Clinical psychology; Medicine; Psychiatry; Cognition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003424891,0.0002801215,0.0002083466,0.0004287212,0.0004022303,0.0005871016,0.0002799287,0.000297386,0.001569903],"category_scores_gemma":[0.001532575,0.0002065022,0.0003148654,0.0004733169,0.0002026298,0.0002022779,0.0003751161,0.0004150255,0.0001678455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719277,"about_ca_system_score_gemma":0.0003170974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308355,"about_ca_topic_score_gemma":0.006618556,"domain_scores_codex":[0.9997619,0.00009306964,0.00002106121,0.0000486774,0.00003655318,0.00003863614],"domain_scores_gemma":[0.9996773,0.0001009709,0.0001013418,0.00002502281,0.00003797858,0.00005735064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004854037,0.0001640053,0.9865453,0.00001533268,0.0001391062,0.0003726569,0.0002554914,0.00008226699,0.003415397,0.0003492017,0.0002314487,0.007944573],"study_design_scores_gemma":[0.00001092542,0.00003390072,0.9987572,0.00001126939,0.00006537098,0.0003037498,0.0002345744,0.0000877172,0.0001298767,0.000258809,0.0001040425,0.000002501484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988715,0.0002429308,0.00008890757,0.0001157483,0.000005747849,0.000004778687,0.0001515036,0.000001275302,0.0005176517],"genre_scores_gemma":[0.9988613,0.000266886,0.000182291,0.00004177181,0.000009516499,0.000007332785,0.0001806222,0.000003457775,0.00044681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004308355,"threshold_uncertainty_score":0.008566558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007525889118641067,"score_gpt":0.2541854705896393,"score_spread":0.2466595814709982,"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."}}