{"id":"W4244556434","doi":"10.1097/ccm.0000000000002786","title":"The authors reply","year":2017,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Division (mathematics); Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002931829,0.0006447229,0.001428327,0.0007541131,0.003736927,0.003053305,0.002197162,0.04787026,0.007639423],"category_scores_gemma":[0.03225864,0.0007224607,0.001120421,0.0008005503,0.003281635,0.004078673,0.002056837,0.03943685,0.007661201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003650216,"about_ca_system_score_gemma":0.004738017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005231667,"about_ca_topic_score_gemma":0.006482788,"domain_scores_codex":[0.9977067,0.0007399995,0.0003056,0.0002923069,0.0005910806,0.0003644125],"domain_scores_gemma":[0.9916932,0.003554405,0.0006778553,0.0002591693,0.002817382,0.0009978847],"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":[0.00003695363,0.00001449904,0.000755241,0.00004198771,0.00001250054,0.002565563,0.0002580659,0.00004297424,0.00008035125,0.001550326,0.9911248,0.003516685],"study_design_scores_gemma":[0.0001037357,0.00005267849,0.001150143,0.0003993702,0.00004196232,0.008123968,0.001406045,0.0003217554,0.00030774,0.007953794,0.9800316,0.0001071834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004236866,0.0007903759,0.00005148975,0.9827627,0.01445426,0.000009179624,0.00004572568,0.00002684019,0.00143571],"genre_scores_gemma":[0.004215798,0.0006406294,0.0001126064,0.9768644,0.01478591,0.00002654611,0.0000233614,0.00001788015,0.00331281],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04787026,"threshold_uncertainty_score":0.02648431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05235656956660666,"score_gpt":0.3691988744108138,"score_spread":0.3168423048442071,"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."}}