{"id":"W4236190772","doi":"10.1192/bjp.209.5.434a","title":"Authors' reply","year":2016,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Content (measure theory); Computer science; Action (physics); Information retrieval; World Wide Web; 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":[0.003204874,0.0005985615,0.0009724518,0.0007431284,0.003581646,0.003037025,0.002050833,0.04936955,0.01946024],"category_scores_gemma":[0.02805074,0.0006500587,0.001132363,0.000658272,0.003064071,0.003764296,0.001736252,0.02745232,0.01223294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588569,"about_ca_system_score_gemma":0.004475226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004862371,"about_ca_topic_score_gemma":0.005810584,"domain_scores_codex":[0.9972549,0.0008065312,0.0002931307,0.0003632067,0.0008084796,0.0004736372],"domain_scores_gemma":[0.9926716,0.003051204,0.0005321849,0.0002642873,0.002257426,0.00122341],"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":[0.00002488773,0.000008469051,0.0004126829,0.00002720395,0.000005504414,0.001099111,0.0001503409,0.00002570654,0.00004597779,0.001034451,0.9947121,0.002453645],"study_design_scores_gemma":[0.00006524305,0.00003903483,0.0009526014,0.0003221544,0.00001914516,0.004263368,0.00091041,0.0001422274,0.0002010061,0.00630466,0.9867167,0.00006340711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003984318,0.0005028095,0.00003778132,0.9810045,0.01525491,0.000008339372,0.00006929559,0.0000356627,0.002688262],"genre_scores_gemma":[0.004408217,0.0004070656,0.0000940445,0.9755331,0.01253667,0.00003277697,0.00003523368,0.00002217812,0.006930758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04936955,"threshold_uncertainty_score":0.06510097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368491922356244,"score_gpt":0.2350223057323087,"score_spread":0.2213373865087462,"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."}}