{"id":"W4246511571","doi":"10.1192/bjp.209.2.171b","title":"Authors' reply","year":2016,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Content (measure theory); Computer science; Action (physics); Information retrieval; Mathematics; Physics","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":[0.003992864,0.0008915072,0.001814041,0.0009961416,0.003585224,0.004039484,0.003713013,0.06483667,0.01376805],"category_scores_gemma":[0.03362928,0.0008716377,0.001453799,0.0009175657,0.004314731,0.005555468,0.002660891,0.05610606,0.01447551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974506,"about_ca_system_score_gemma":0.004851228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834696,"about_ca_topic_score_gemma":0.003653785,"domain_scores_codex":[0.9964209,0.0009473527,0.0004124393,0.0005701865,0.00111805,0.0005311049],"domain_scores_gemma":[0.9904359,0.003961331,0.0007921532,0.0004457883,0.002894292,0.001470469],"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":[0.00002664546,0.00001165143,0.0002464656,0.00004849874,0.000008228262,0.001006942,0.000135892,0.00002944151,0.00005539438,0.001015144,0.9938437,0.003572017],"study_design_scores_gemma":[0.00006273843,0.00004530431,0.0007000677,0.0003237205,0.00002292882,0.003342913,0.0006948413,0.0002122806,0.0002090689,0.005923229,0.9883867,0.00007628153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002798923,0.0008247194,0.00006359095,0.9616301,0.03526939,0.00001518129,0.00005537079,0.00005446064,0.001807264],"genre_scores_gemma":[0.002313479,0.0004467581,0.0001102631,0.9731333,0.01925073,0.00004193056,0.00002191849,0.00002168208,0.004659902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06483667,"threshold_uncertainty_score":0.04605871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340618648005776,"score_gpt":0.2507310391734954,"score_spread":0.2273248526934376,"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."}}