{"id":"W4254086452","doi":"10.1192/bjp.194.6.567a","title":"Authors' reply","year":2009,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Action (physics); Computer science; Content (measure theory); 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001869763,0.00008537756,0.0002304863,0.00004116025,0.001592118,0.00004437934,0.0003481708,0.00008378118,0.0002247638],"category_scores_gemma":[0.0001351102,0.00006553117,0.0001492364,0.0001561621,0.00003408959,0.0001101092,0.00002048748,0.001658609,0.00007710881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000449479,"about_ca_system_score_gemma":0.000570106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000673612,"about_ca_topic_score_gemma":0.0001119899,"domain_scores_codex":[0.9979736,0.0004652613,0.0008191857,0.00009905533,0.0002823412,0.0003605386],"domain_scores_gemma":[0.9987493,0.00008357834,0.0006230247,0.0002011137,0.00014783,0.0001951087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001174072,0.0002187601,0.01600687,0.00005564353,0.00002133923,0.00004418964,0.0009001764,0.000002374295,0.00002533284,0.005910639,0.9254168,0.05128052],"study_design_scores_gemma":[0.002069981,0.0003474125,0.8050199,0.004138391,0.00005467088,0.001895164,0.00326174,0.000007255298,0.000002445677,0.05847355,0.1245524,0.0001770641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7462578,0.01280772,0.0003127937,0.2111314,0.01142205,0.0004178431,0.00001167089,0.00006293872,0.01757579],"genre_scores_gemma":[0.9263675,0.001356292,0.001808754,0.05846324,0.009044965,2.905585e-7,0.000001583434,0.0000205642,0.002936797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8008643,"threshold_uncertainty_score":0.9997077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251014109489397,"score_gpt":0.3735893982671446,"score_spread":0.3484879873182049,"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."}}