{"id":"W1992547531","doi":"10.1097/01.yic.0000277959.60604.d1","title":"High-quality remission: potential benefits of the melatonergic approach for patients with major depressive disorder","year":2007,"lang":"en","type":"review","venue":"International Clinical Psychopharmacology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"VGH and UBC Hospital Foundation","keywords":"Depression (economics); Medicine; Psychosocial; Quality of life (healthcare); Internal medicine; Sexual dysfunction; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004656849,0.0005419693,0.001228694,0.0009880983,0.0001802647,0.0005445057,0.000721119,0.0008292142,0.002552786],"category_scores_gemma":[0.0005535653,0.0001707954,0.0004834512,0.001034279,0.0002195092,0.000573814,0.0003152211,0.0008419509,0.000904529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002715,"about_ca_system_score_gemma":0.0004547685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007916851,"about_ca_topic_score_gemma":0.003231664,"domain_scores_codex":[0.9998852,0.0000370296,0.00001971652,0.0000152646,0.00003283517,0.00001009807],"domain_scores_gemma":[0.9998627,0.00006901239,0.00003128831,0.000003523946,0.0000202366,0.00001314434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002263091,0.00009483127,0.0002560171,0.01855094,0.0001831693,0.0002712911,0.00004969692,0.0001281873,0.001094398,0.0007989833,0.01128161,0.9670647],"study_design_scores_gemma":[0.0005593278,0.0008270249,0.01090322,0.01550157,0.000940443,0.007810596,0.0002301597,0.000342089,0.001105734,0.002332872,0.9593983,0.00004866381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003103062,0.99875,0.00005406442,0.0001929226,0.00005704517,0.000004361681,0.00000748197,0.0000059096,0.0006179131],"genre_scores_gemma":[0.00236909,0.9966821,0.0002148255,0.0001943276,0.00008912235,0.000008797813,0.00002141192,0.000001129624,0.0004191372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002552786,"threshold_uncertainty_score":0.008539915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08221312398091613,"score_gpt":0.4747112667532848,"score_spread":0.3924981427723687,"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."}}