{"id":"W4406565029","doi":"10.1016/j.ypdi.2015.01.016","title":"10.1016/j.ypdi.2015.01.016","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Pulmonary aspiration; Surgery","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":[0.0008060118,0.0009697533,0.0005257173,0.001337228,0.0007681403,0.002762889,0.0009966228,0.003170697,0.805359],"category_scores_gemma":[0.0015566,0.0003661071,0.0005343439,0.0005617025,0.0008567048,0.002117699,0.001249789,0.001791478,0.7377787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000926267,"about_ca_system_score_gemma":0.001225453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550543,"about_ca_topic_score_gemma":0.001339642,"domain_scores_codex":[0.9996815,0.00002933194,0.00002958289,0.00008125406,0.00009437509,0.00008407522],"domain_scores_gemma":[0.9989361,0.0001487956,0.0001341597,0.00006323927,0.0002343032,0.0004832621],"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":[0.0004298036,0.0002997558,0.00834477,0.0007270797,0.00005478807,0.0007934959,0.0001495624,0.000213231,0.001421144,0.005326455,0.30397,0.6782699],"study_design_scores_gemma":[0.0000761772,0.0001650611,0.008720331,0.001175544,0.00005000952,0.006109347,0.0003570175,0.0002834711,0.0007669468,0.005131219,0.9771335,0.00003146016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009353814,0.03379881,0.004977957,0.01959437,0.006513091,0.0001587833,0.004023179,0.002257839,0.9193223],"genre_scores_gemma":[0.03835778,0.01282043,0.00363274,0.004950473,0.002701594,0.0001344107,0.00297016,0.0004281785,0.9340042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.194641,"threshold_uncertainty_score":0.2776317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008681932067134204,"score_gpt":0.2104952827268371,"score_spread":0.2018133506597029,"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."}}