{"id":"W2809953467","doi":"10.1016/j.psychres.2018.06.048","title":"Letter to the Editor: A comment on Borrione et al.","year":2018,"lang":"en","type":"letter","venue":"Psychiatry Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Urine; Biomarker; Major depressive disorder; Receiver operating characteristic; Depression (economics); Medicine; Internal medicine; Oncology; Biology; Genetics","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":[0.004218165,0.001042575,0.001976345,0.0009861379,0.00459972,0.004115745,0.003392007,0.05087749,0.008374385],"category_scores_gemma":[0.04350226,0.0009637286,0.001289302,0.0009627614,0.002458282,0.004894436,0.001619353,0.04206186,0.00975644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00431378,"about_ca_system_score_gemma":0.005754697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007022186,"about_ca_topic_score_gemma":0.009481718,"domain_scores_codex":[0.9964091,0.001072222,0.0004875959,0.000520431,0.00102674,0.0004838326],"domain_scores_gemma":[0.9880186,0.00531529,0.001018477,0.0003273789,0.003602064,0.001718204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002821117,0.00001352284,0.0002140779,0.00003213924,0.000008320101,0.0007599508,0.00007157313,0.00001586096,0.00002818423,0.0003909712,0.9967623,0.001674835],"study_design_scores_gemma":[0.0002105431,0.00006796412,0.001063096,0.0005246088,0.00006564092,0.004133276,0.000674308,0.0003402425,0.0003103487,0.004977375,0.9875339,0.00009876872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002033675,0.0009429629,0.00003597415,0.9651802,0.03242894,0.000008231813,0.0000472993,0.00002749884,0.00112553],"genre_scores_gemma":[0.002011439,0.0009233338,0.00008584637,0.9552784,0.03851896,0.00002561595,0.00002834157,0.00002848084,0.003099608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05087749,"threshold_uncertainty_score":0.03129882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187292880628189,"score_gpt":0.4160851306296176,"score_spread":0.3442122018233357,"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."}}