{"id":"W2321403272","doi":"10.1097/01.ccm.0000424659.50197.3d","title":"441","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Toronto; Université de Montréal; St. Michael's Hospital","funders":"","keywords":"Medicine; Anesthesia; Ventilation (architecture); Mechanical ventilation; Diaphragm (acoustics); Breathing; Peak inspiratory pressure; Asynchrony (computer programming); Spontaneous breathing trial; Respiratory system; Internal medicine; Tidal volume","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007604597,0.0008865517,0.0004457301,0.001096578,0.001127141,0.002614753,0.001127251,0.001843479,0.4451724],"category_scores_gemma":[0.002203903,0.0002315031,0.0004679523,0.001103299,0.0005077871,0.001472694,0.002113848,0.00117403,0.3401821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008469636,"about_ca_system_score_gemma":0.001514581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424125,"about_ca_topic_score_gemma":0.001167664,"domain_scores_codex":[0.9990699,0.0001753985,0.00007046045,0.0002388568,0.0003200079,0.0001253748],"domain_scores_gemma":[0.9990467,0.0001547448,0.00006050711,0.0001157425,0.0003931992,0.0002290387],"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":[0.0001887581,0.0001934994,0.003739527,0.0006102084,0.00002200869,0.001004802,0.0004530327,0.000194919,0.002041323,0.01826802,0.4630429,0.5102411],"study_design_scores_gemma":[0.00001091028,0.0000673835,0.001789218,0.0001726565,0.000007327539,0.001105557,0.0001496556,0.0001060001,0.0003228066,0.001942801,0.994316,0.000009648343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009021694,0.006556896,0.008218428,0.007557623,0.007023001,0.0003553672,0.004001894,0.001400698,0.9558644],"genre_scores_gemma":[0.03593059,0.004781152,0.003908682,0.005630719,0.002066538,0.000254453,0.005507131,0.0004307822,0.94149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5548276,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816159551091228,"score_gpt":0.3708543430337831,"score_spread":0.3226927475228708,"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."}}