{"id":"W4406564890","doi":"10.1016/j.ypdi.2015.10.009","title":"10.1016/j.ypdi.2015.10.009","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Acute respiratory distress; Respiratory distress; Clinical trial; Fraction (chemistry); Intensive care medicine; Dead space; Respiratory system; Internal medicine; Anesthesia; Lung; Chromatography","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":[0.0006692844,0.0009956155,0.000464073,0.001409222,0.0006982426,0.002541599,0.001002579,0.002898936,0.8575667],"category_scores_gemma":[0.001303725,0.0003406058,0.0005269432,0.000584942,0.0007625133,0.001974304,0.00125019,0.001530728,0.81],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008248358,"about_ca_system_score_gemma":0.001016362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495653,"about_ca_topic_score_gemma":0.001347674,"domain_scores_codex":[0.9997032,0.00002558958,0.00002714228,0.00008134056,0.00008853483,0.00007407217],"domain_scores_gemma":[0.9990129,0.0001389955,0.0001213192,0.00006474763,0.0001953012,0.0004666251],"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":[0.0002777516,0.000258908,0.005386131,0.0005985013,0.00004054347,0.0005647016,0.0001157439,0.0002194309,0.001345385,0.004464185,0.2670718,0.7196569],"study_design_scores_gemma":[0.00005136243,0.0001161898,0.005021115,0.000849044,0.00003493999,0.004125645,0.0002412697,0.0002762372,0.0006936511,0.003258209,0.9853104,0.00002198038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00606366,0.01824519,0.004968984,0.01025019,0.004017155,0.0001349381,0.002793789,0.002277768,0.9512483],"genre_scores_gemma":[0.02199702,0.007133522,0.00337788,0.003065349,0.001582712,0.00009835457,0.0020174,0.0003612668,0.9603664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1424333,"threshold_uncertainty_score":0.2031637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008774772979266725,"score_gpt":0.2107343763131994,"score_spread":0.2019596033339326,"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."}}