{"id":"W2953672889","doi":"10.1192/bjp.209.6.527a","title":"Authors' reply","year":2016,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Computer science; Mathematics","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":[0.006858878,0.0008839394,0.001321113,0.001184327,0.002872666,0.00534907,0.003713538,0.02429837,0.04851202],"category_scores_gemma":[0.09265863,0.0006629644,0.001478414,0.0009032333,0.00369448,0.005980064,0.004418563,0.03152569,0.02628276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619893,"about_ca_system_score_gemma":0.006820912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574681,"about_ca_topic_score_gemma":0.002532071,"domain_scores_codex":[0.9934413,0.001524039,0.000762562,0.001322054,0.00204372,0.0009062234],"domain_scores_gemma":[0.963492,0.01341823,0.001921178,0.002147769,0.01559561,0.003425085],"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":[0.0000226488,0.000006065942,0.0002068312,0.00006970802,0.000007387318,0.0001938431,0.00014723,0.0000155737,0.00003521457,0.001328456,0.9925365,0.005430625],"study_design_scores_gemma":[0.00002049594,0.0000176758,0.000353883,0.0002591403,0.00001313821,0.0007806743,0.0004586132,0.00004974117,0.0001582563,0.002401597,0.9954591,0.00002776573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003892757,0.001722034,0.0002770199,0.8243362,0.1686894,0.00003051644,0.0002825049,0.0001766482,0.004096539],"genre_scores_gemma":[0.004697873,0.001701697,0.0004576676,0.9171345,0.05733624,0.0001039216,0.0001555712,0.0001276708,0.01828494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04851202,"threshold_uncertainty_score":0.1622888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592776277597759,"score_gpt":0.3091292447507004,"score_spread":0.2932014819747228,"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."}}