{"id":"W2906581991","doi":"10.1016/s2215-0366(18)30461-9","title":"ICD-11: the importance of a science of psychiatric nosology","year":2018,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Nosology; Quarter (Canadian coin); Mental health; MEDLINE; DSM-5","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05407048,0.0008254726,0.00226542,0.005061621,0.002804861,0.009978434,0.00371869,0.006023459,0.004209675],"category_scores_gemma":[0.1481702,0.0005431295,0.001039591,0.002950392,0.0209552,0.01742215,0.005667123,0.02189478,0.001176051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004978688,"about_ca_system_score_gemma":0.01002063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004110497,"about_ca_topic_score_gemma":0.002910992,"domain_scores_codex":[0.9719936,0.01749598,0.003322672,0.00135661,0.005211973,0.0006191304],"domain_scores_gemma":[0.8126578,0.145377,0.00641776,0.01183392,0.01912937,0.0045842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001524739,0.0001225271,0.007958195,0.001259826,0.00008508054,0.0002701539,0.002053983,0.0008844931,0.0002729831,0.7760486,0.07916185,0.1317299],"study_design_scores_gemma":[0.00004383962,0.0000691302,0.004219736,0.003233422,0.00003523076,0.0008114682,0.002489753,0.001274332,0.0001092679,0.8644236,0.1231932,0.00009696487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004959344,0.0706186,0.07079159,0.7921107,0.03914658,0.00009102429,0.0008832698,0.0001371077,0.02126178],"genre_scores_gemma":[0.3266441,0.1462513,0.1236173,0.2909604,0.1030838,0.0008196952,0.00234532,0.0004068279,0.005871295],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05407048,"threshold_uncertainty_score":0.2859555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044054287874975,"score_gpt":0.3101203852411036,"score_spread":0.2696798423623539,"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."}}