{"id":"W4406564731","doi":"10.1016/j.ypdi.2016.01.003","title":"10.1016/j.ypdi.2016.01.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Respiratory distress; Ventilation (architecture); High-frequency ventilation; Hemodynamics; Respiratory system; Cardiology; Lung; Lung volumes; Anesthesia; Internal medicine; Mechanical ventilation","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":[0.0007112887,0.001021302,0.0005230069,0.001377578,0.0007450507,0.002796167,0.001040089,0.003172416,0.8487992],"category_scores_gemma":[0.001336181,0.0003804037,0.0005280647,0.0006265118,0.0007703545,0.002099037,0.001226525,0.001701904,0.8099791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283857,"about_ca_system_score_gemma":0.001147479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678305,"about_ca_topic_score_gemma":0.001538277,"domain_scores_codex":[0.9997132,0.00002319937,0.00002732474,0.00007489775,0.00008337984,0.00007793611],"domain_scores_gemma":[0.9990346,0.0001368543,0.0001225283,0.00005960275,0.0001990732,0.0004472405],"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":[0.0003666661,0.0002626915,0.006130207,0.0007069994,0.00004627918,0.0006291269,0.0001346672,0.0002242445,0.00134012,0.004303828,0.2947883,0.6910669],"study_design_scores_gemma":[0.00006066812,0.0001301483,0.006225656,0.001029906,0.00004049725,0.004277529,0.0002879889,0.0002700407,0.0006870388,0.003643317,0.983322,0.00002522229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006942552,0.02739989,0.004930966,0.01306134,0.004818477,0.0001425647,0.003949482,0.002516357,0.9362383],"genre_scores_gemma":[0.02468785,0.01014193,0.003366644,0.003420389,0.001837233,0.0001137918,0.002662748,0.0004176951,0.9533518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1512008,"threshold_uncertainty_score":0.2156695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654756277442627,"score_gpt":0.1997629094797637,"score_spread":0.1911081532023211,"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."}}