{"id":"W2412440991","doi":"10.1111/acps.12410","title":"Reply","year":2015,"lang":"en","type":"letter","venue":"Acta Psychiatrica Scandinavica","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Addiction; Citation; Library science; Psychology; Psychiatry; Medicine; Computer science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001860769,0.0005561205,0.0008932378,0.0004779818,0.0001204297,0.00005827754,0.000402859,0.0009501816,0.0004860694],"category_scores_gemma":[0.00007632099,0.0004734444,0.0004614248,0.0006810541,0.00009822978,0.00007897852,0.0000670244,0.002976259,0.0005516094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333039,"about_ca_system_score_gemma":0.000788999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804239,"about_ca_topic_score_gemma":0.000004560741,"domain_scores_codex":[0.9966987,0.00006603276,0.000519046,0.000832946,0.001016721,0.0008665454],"domain_scores_gemma":[0.9979749,0.00007441216,0.0002795327,0.001140226,0.0002322475,0.0002987389],"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":[0.0002415476,0.0001047928,0.0004766187,0.0001609706,0.0002232382,0.0003537712,0.00003543674,2.531861e-8,0.00004946363,0.00001886223,0.9970963,0.001238943],"study_design_scores_gemma":[0.001618349,0.001051396,0.001813946,0.00008513107,0.0007475856,0.0004036053,0.0000131284,0.00000423565,0.000005045539,0.001214247,0.9925375,0.0005058201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003723597,0.003157369,0.000003716525,0.7910709,0.0003935359,0.0005272281,0.00003595978,0.0002005453,0.2042384],"genre_scores_gemma":[0.007186255,0.000760229,0.0004280437,0.9458572,0.008699489,0.00006167487,0.001136484,0.0001722581,0.03569836],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1685401,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196396818014194,"score_gpt":0.2812401439374234,"score_spread":0.261600462136004,"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."}}