{"id":"W4243076594","doi":"10.1097/ico.0000000000001813","title":"Reply","year":2018,"lang":"en","type":"letter","venue":"Cornea","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001428797,0.0002210467,0.0008773657,0.00007975397,0.00003345323,0.00002239005,0.0001037271,0.0005235003,0.001366846],"category_scores_gemma":[0.0001949121,0.0001652637,0.0006610714,0.00009047215,0.0001213997,0.00001610497,0.00003012673,0.000809393,0.002640104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487405,"about_ca_system_score_gemma":0.00008928675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001914112,"about_ca_topic_score_gemma":2.270561e-7,"domain_scores_codex":[0.9987229,0.00005074093,0.0002249932,0.0003546513,0.0003511587,0.0002955946],"domain_scores_gemma":[0.9987594,0.0002958327,0.00006961912,0.0006971005,0.00009060501,0.00008743499],"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":[0.00002939195,0.000007521488,0.00159738,0.0000990567,0.00008247028,0.004815619,0.0000181261,4.661997e-9,0.000002949054,0.00003723368,0.992415,0.0008952595],"study_design_scores_gemma":[0.0003601026,0.0001067394,0.003193517,0.00009212775,0.0002360744,0.0006850114,0.000002417535,0.000001393063,0.0000229211,0.00002083163,0.9950945,0.0001843999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003976953,0.0003436787,0.00001081691,0.7506786,0.0007219019,0.0002164658,0.000006520895,0.0001211343,0.2475032],"genre_scores_gemma":[0.000117476,0.00003776351,0.0001056065,0.7769232,0.01118568,0.00001157358,0.0001913819,0.00004484568,0.2113824],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03612075,"threshold_uncertainty_score":0.9995461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505160056101222,"score_gpt":0.2659748766301262,"score_spread":0.240923276069114,"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."}}