{"id":"W4248269983","doi":"10.1192/bjp.2018.192","title":"Author's reply","year":2018,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","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":[0.002762929,0.0006130862,0.001075735,0.0008099461,0.003628203,0.002704248,0.002216659,0.05302452,0.02293263],"category_scores_gemma":[0.02356551,0.0006203673,0.001158099,0.0006008478,0.002955059,0.003880154,0.001631639,0.0318483,0.01425516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851274,"about_ca_system_score_gemma":0.00470847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005940351,"about_ca_topic_score_gemma":0.007662937,"domain_scores_codex":[0.9978794,0.0005495179,0.0002139449,0.0003201583,0.0006346767,0.0004023509],"domain_scores_gemma":[0.9939376,0.002590745,0.0003380275,0.000229643,0.001899197,0.00100474],"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":[0.0000190239,0.000009606664,0.0002931475,0.00002147214,0.000004502389,0.000751992,0.00009601751,0.00001780794,0.00003914515,0.0009487413,0.9957969,0.002001724],"study_design_scores_gemma":[0.00006592941,0.00003507698,0.0009842409,0.0002518778,0.00001638942,0.002766534,0.0006437805,0.0001335103,0.0001461934,0.005547783,0.9893583,0.00005024143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002907441,0.0004355411,0.00003153977,0.9788516,0.01753496,0.000008002676,0.00005783888,0.00003672233,0.002753083],"genre_scores_gemma":[0.002896958,0.0003073463,0.00007129593,0.9786799,0.01053078,0.00002894186,0.00002867977,0.00002131557,0.007434806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05302452,"threshold_uncertainty_score":0.07671726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170808979842883,"score_gpt":0.3270440041043005,"score_spread":0.3053359143058716,"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."}}