{"id":"W4252304170","doi":"10.1192/s0007125000162002","title":"Authors' reply","year":2002,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Information retrieval; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321326,0.00007586765,0.0001801126,0.00009874332,0.0004102616,0.000374412,0.0003979015,0.0000713378,0.0003668565],"category_scores_gemma":[0.0001127059,0.0000619647,0.000119697,0.0002879938,0.00005107412,0.0003592954,0.00004650111,0.0004396345,0.0001959446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001153656,"about_ca_system_score_gemma":0.0000177013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502131,"about_ca_topic_score_gemma":0.0007057581,"domain_scores_codex":[0.9989809,0.00002140476,0.0004857473,0.00009156449,0.0002117939,0.0002086319],"domain_scores_gemma":[0.9991341,0.00001386758,0.000501852,0.0001759081,0.0001593012,0.00001496098],"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":[0.000009529675,0.00010345,0.01199027,0.0001052711,0.00004620176,0.0001379545,0.00002593005,0.000002970878,0.000009873979,0.03595212,0.7535933,0.1980232],"study_design_scores_gemma":[0.0005064012,0.00003006892,0.01279156,0.0003669039,0.00003679173,0.003348902,0.0003715743,0.0001321839,9.987681e-7,0.03071003,0.9515721,0.0001325134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7514701,0.01892442,0.0003397222,0.1613888,0.01244538,0.0002440273,0.000002163122,0.0001552555,0.05503009],"genre_scores_gemma":[0.9853281,0.0001558199,0.00041625,0.00694738,0.00620902,0.000001626881,3.363735e-7,0.00002102419,0.0009204767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233858,"threshold_uncertainty_score":0.4016821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812366830452724,"score_gpt":0.2285634165201001,"score_spread":0.2104397482155728,"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."}}