{"id":"W2904867303","doi":"10.1097/mcc.0000000000000576","title":"Editorial: Every breath you take…should be monitored","year":2018,"lang":"en","type":"editorial","venue":"Current Opinion in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care 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":[0.003742161,0.003772656,0.00341463,0.00192831,0.00215015,0.005501376,0.003950903,0.01359124,0.03631227],"category_scores_gemma":[0.02350122,0.0009846672,0.002779768,0.0008284362,0.002373024,0.004791443,0.001093108,0.01994871,0.03142625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103798,"about_ca_system_score_gemma":0.001986873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100612,"about_ca_topic_score_gemma":0.001452744,"domain_scores_codex":[0.9968001,0.0005986069,0.0004328629,0.0006195201,0.0013379,0.0002109823],"domain_scores_gemma":[0.9859365,0.006161195,0.0009063748,0.0004258341,0.004784977,0.001785067],"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":[0.00008558767,0.00001771961,0.00003288207,0.0003504713,0.00001960563,0.0001148013,0.000009889895,0.00003434732,0.0000478134,0.0003359931,0.9938292,0.005121827],"study_design_scores_gemma":[0.0001322619,0.00008858111,0.0004813224,0.0009468324,0.00007220229,0.0006204997,0.00005641124,0.0002372901,0.0002084176,0.001368426,0.9957525,0.00003529149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005510987,0.002224633,0.0001237837,0.03116498,0.9646855,0.00002958082,0.0000993791,0.0000801166,0.001536841],"genre_scores_gemma":[0.0006086231,0.002476007,0.000142524,0.03593909,0.9523711,0.00003497747,0.00007437812,0.00004157031,0.008311775],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03631227,"threshold_uncertainty_score":0.1214766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543582861302526,"score_gpt":0.4624468449480119,"score_spread":0.3080885588177593,"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."}}