{"id":"W2103927488","doi":"10.1186/cc5330","title":"Is threshold useful in accelerating weaning from mechanical ventilation?","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Weaning; Mechanical ventilation; Ventilation (architecture); Intensive care medicine; Ventilator weaning; Emergency medicine; Anesthesia; Internal medicine; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543656,0.0003917009,0.001687134,0.0004137373,0.0002993277,0.001468757,0.0008406582,0.002149069,0.002915858],"category_scores_gemma":[0.006202094,0.0002293658,0.0006100182,0.0004061175,0.001315972,0.00208887,0.0005199098,0.001469085,0.0005737413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003134783,"about_ca_system_score_gemma":0.0006416719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004842934,"about_ca_topic_score_gemma":0.0004542109,"domain_scores_codex":[0.9991774,0.0004077235,0.00006431454,0.00007514744,0.0001471251,0.0001283425],"domain_scores_gemma":[0.9975576,0.00158057,0.0003940332,0.000132461,0.0001420424,0.0001933755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.06988847,0.005654637,0.04333574,0.00827817,0.001121256,0.002525162,0.0008578284,0.001285153,0.2137562,0.00910238,0.003506531,0.6406884],"study_design_scores_gemma":[0.007400774,0.215303,0.4129067,0.008043916,0.008507189,0.02057364,0.005483011,0.01181396,0.1799525,0.05605958,0.07343554,0.0005202141],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7327181,0.2349929,0.007820602,0.01337392,0.002079436,0.0001864029,0.0001738937,0.0001209036,0.008533794],"genre_scores_gemma":[0.9499437,0.04402524,0.003011233,0.001092297,0.001091337,0.00007818748,0.00004970856,0.00002816253,0.0006801218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002915858,"threshold_uncertainty_score":0.009754539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08192906822826003,"score_gpt":0.3712759255581248,"score_spread":0.2893468573298648,"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."}}