{"id":"W4255779847","doi":"10.4103/2348-0548.155470","title":"Author Reply","year":2015,"lang":"en","type":"article","venue":"Journal of Neuroanaesthesiology and Critical Care","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Craniotomy; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002004541,0.00008428362,0.000297045,0.00007256842,0.00003947964,0.000007273759,0.00005781839,0.00007898811,0.00001956576],"category_scores_gemma":[0.001478775,0.00005775818,0.00007624589,0.00005450381,0.0002077583,0.00006852354,0.00001667031,0.0002726842,0.000009108189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001591835,"about_ca_system_score_gemma":0.0001161054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001388193,"about_ca_topic_score_gemma":1.908301e-7,"domain_scores_codex":[0.999185,0.0001466618,0.0002557467,0.0001105672,0.0001592173,0.0001428552],"domain_scores_gemma":[0.998865,0.0001306982,0.00005655834,0.0001019816,0.0004727593,0.0003729958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005907935,0.0006383664,0.7996932,0.0004589168,0.0001310749,0.03904451,0.006722824,0.000004380328,0.00204039,0.01883423,0.04114183,0.08538231],"study_design_scores_gemma":[0.003542648,0.02747172,0.7149701,0.0001540706,0.000621834,0.02380252,0.01144444,0.00003974174,0.000843912,0.00548541,0.211327,0.0002965793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795358,0.001732237,0.00005541443,0.017618,0.0001328239,0.00004427124,6.096656e-7,0.000008063354,0.0008727795],"genre_scores_gemma":[0.9916738,0.00003556076,0.0006010942,0.0074137,0.0001503222,6.815571e-7,8.790853e-7,0.000008668335,0.0001153263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701852,"threshold_uncertainty_score":0.235531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07823887839148434,"score_gpt":0.360774046605494,"score_spread":0.2825351682140096,"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."}}