{"id":"W4406538880","doi":"10.1016/j.yccm.2012.07.027","title":"10.1016/j.yccm.2012.07.027","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; Critical illness; Critically ill","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":[0.0006728602,0.001129021,0.0005676894,0.001611556,0.001125231,0.002769097,0.001052116,0.00408294,0.9051475],"category_scores_gemma":[0.001743054,0.000393454,0.0005742487,0.0006538249,0.0009282394,0.002611503,0.001332695,0.001840763,0.8260785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009225115,"about_ca_system_score_gemma":0.001604784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736463,"about_ca_topic_score_gemma":0.002819752,"domain_scores_codex":[0.9997004,0.00002495123,0.00002210574,0.00008123383,0.00008310584,0.00008825959],"domain_scores_gemma":[0.9988731,0.0001717949,0.0001245519,0.00005672441,0.0002406693,0.0005332234],"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":[0.0002855311,0.000318725,0.006075193,0.0005160827,0.00003749202,0.0005930787,0.0001337553,0.000160292,0.0008390488,0.005145177,0.3631639,0.6227317],"study_design_scores_gemma":[0.00007731997,0.0001569867,0.008694326,0.00149013,0.00004611618,0.005667659,0.0004570876,0.0002882429,0.0004415016,0.004984256,0.9776605,0.00003583953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005312408,0.01710776,0.002434721,0.01359064,0.003487325,0.0001176197,0.002408759,0.001571059,0.9539697],"genre_scores_gemma":[0.01972537,0.007386608,0.002268338,0.004082066,0.001379751,0.0001027044,0.001816348,0.0003117563,0.962927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09485251,"threshold_uncertainty_score":0.1352956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009364363205350903,"score_gpt":0.2021575635233317,"score_spread":0.1927932003179808,"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."}}