{"id":"W4406418606","doi":"10.1016/j.ysur.2013.11.008","title":"10.1016/j.ysur.2013.11.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Tidal volume; Volume (thermodynamics); Ventilation (architecture); Abdominal surgery; Anesthesia; General surgery; Surgery; Respiratory system; Internal medicine; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008304596,0.001353064,0.0005657678,0.001703704,0.0008592964,0.002616778,0.001066148,0.003587645,0.8812327],"category_scores_gemma":[0.001367823,0.0004271814,0.000649941,0.0006557985,0.000916998,0.002389388,0.00156216,0.001579064,0.8412563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008439706,"about_ca_system_score_gemma":0.001217686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891716,"about_ca_topic_score_gemma":0.001810869,"domain_scores_codex":[0.9996595,0.00002673512,0.00002993061,0.00009971048,0.000101725,0.00008235232],"domain_scores_gemma":[0.9990808,0.0001415588,0.0001329712,0.00006249606,0.0001917531,0.0003904496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002676825,0.0002804658,0.004631316,0.0006346797,0.00004209632,0.0005066518,0.0001323528,0.0003067726,0.001364598,0.005448849,0.2281178,0.7582667],"study_design_scores_gemma":[0.00005179266,0.0001467237,0.00534321,0.001124469,0.00004589867,0.003922907,0.0003263283,0.0004335608,0.000803129,0.004213199,0.9835584,0.00003044655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006761546,0.01821356,0.006640398,0.008296224,0.003430352,0.0001493857,0.003070177,0.003420003,0.9500183],"genre_scores_gemma":[0.01934299,0.006295104,0.00379367,0.002569332,0.00104091,0.000101191,0.001972781,0.0004812439,0.9644028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1187673,"threshold_uncertainty_score":0.1694072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009240961805071373,"score_gpt":0.1986646616793715,"score_spread":0.1894236998743002,"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."}}