{"id":"W4229497457","doi":"10.1192/bjp.211.2.116a","title":"Authors' reply","year":2017,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Content (measure theory); Computer science; Mathematics","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":[0.002978675,0.0006307031,0.001075541,0.000772617,0.00335796,0.00277346,0.002259082,0.04585901,0.01973627],"category_scores_gemma":[0.02704491,0.0006149166,0.00108828,0.0006367769,0.0032021,0.003755763,0.001702181,0.02963519,0.01455932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003582001,"about_ca_system_score_gemma":0.004218509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385088,"about_ca_topic_score_gemma":0.005106084,"domain_scores_codex":[0.9975752,0.0007530178,0.0002421322,0.0003231601,0.000690643,0.000415823],"domain_scores_gemma":[0.9927819,0.003111979,0.0004739068,0.0002601308,0.002348928,0.001023135],"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":[0.00002614028,0.000009494644,0.0003870318,0.00002949994,0.000006171869,0.001306012,0.0001453756,0.00002515474,0.00004584762,0.001012819,0.9944398,0.002566698],"study_design_scores_gemma":[0.00007364935,0.00004414094,0.0009363807,0.0003176632,0.00002298978,0.005451939,0.0009338868,0.000165269,0.0002219894,0.00665804,0.9851041,0.00006997762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003983375,0.0005528381,0.00004050602,0.9789982,0.01756105,0.000008766233,0.00006522826,0.00003873285,0.00233629],"genre_scores_gemma":[0.004802751,0.0005099546,0.00009946748,0.9728926,0.01468172,0.00003661725,0.00003870319,0.00002508919,0.00691307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04585901,"threshold_uncertainty_score":0.06602436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280566433152351,"score_gpt":0.307492784162223,"score_spread":0.2846871198306995,"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."}}