{"id":"W2989655217","doi":"10.1007/978-981-32-9271-0_15","title":"Potential Anti-Depressive Treatment Maneuvers from Bench to Bedside","year":2019,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre","funders":"","keywords":"Major depressive disorder; Medicine; Clinical trial; Glutamatergic; Depression (economics); Neuroscience; Bioinformatics; Pharmacology; Mood; Intensive care medicine; Psychiatry; Psychology; Internal medicine; Receptor; Biology; Glutamate receptor","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":[0.0004748864,0.0007249505,0.001149964,0.00106174,0.0002033172,0.0007987642,0.0008365916,0.0007665122,0.006114015],"category_scores_gemma":[0.000838505,0.0002022453,0.0006252442,0.0007800188,0.0003323079,0.0007440523,0.0004390531,0.002304579,0.001645496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281657,"about_ca_system_score_gemma":0.0006711608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007699828,"about_ca_topic_score_gemma":0.002386295,"domain_scores_codex":[0.9998734,0.00002719647,0.00002160627,0.00002573759,0.00003861337,0.00001343687],"domain_scores_gemma":[0.9997461,0.000146836,0.00003375431,0.0000084382,0.00004783832,0.00001710734],"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":[0.0002017303,0.0001886635,0.0001735108,0.01339155,0.0001534366,0.00009601241,0.00003021674,0.000237225,0.001926435,0.003247869,0.01577991,0.9645736],"study_design_scores_gemma":[0.0002442625,0.0006931766,0.002612571,0.01056376,0.0005713967,0.001357046,0.0001021811,0.0003187859,0.001661341,0.005673441,0.9761575,0.00004449569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002166367,0.9975667,0.0002120977,0.0004272948,0.0002975776,0.00001054818,0.00003596487,0.00001255819,0.001220599],"genre_scores_gemma":[0.001946423,0.9959546,0.0004973318,0.0005225191,0.0002972809,0.0000137211,0.00005101494,0.000002110944,0.0007149236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006114015,"threshold_uncertainty_score":0.02045339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06610418738407811,"score_gpt":0.435200538559412,"score_spread":0.3690963511753339,"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."}}