{"id":"W2102314865","doi":"10.1136/thx.2010.145086","title":"Influence of body mass index on outcome of the mechanically ventilated patients","year":2010,"lang":"en","type":"article","venue":"Thorax","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Body mass index; Mechanical ventilation; Intensive care unit; Underweight; Overweight; Cohort; Sepsis; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001018961,0.0003344192,0.0004451819,0.0006167011,0.0002438449,0.0005913258,0.0002836699,0.0003627315,0.001332061],"category_scores_gemma":[0.005145632,0.0001242696,0.0007566513,0.0007295175,0.0002440193,0.0002562555,0.0004662008,0.0007536626,0.0001981523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584796,"about_ca_system_score_gemma":0.0002565513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708719,"about_ca_topic_score_gemma":0.0013183,"domain_scores_codex":[0.999281,0.0002677138,0.00007371728,0.0001329855,0.0001506759,0.00009388422],"domain_scores_gemma":[0.9960495,0.001331541,0.00163503,0.0002361833,0.0002485777,0.0004993077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002741751,0.00001551043,0.9984692,0.000009060692,0.0001193942,0.0000464317,0.00001466874,0.00005879001,0.00008771431,0.000009585316,0.00005034858,0.000845254],"study_design_scores_gemma":[0.000006666117,0.00008194613,0.9993892,0.000005352392,0.00005261947,0.0001212821,0.00001882465,0.0002036837,0.00003168139,0.00002076688,0.00006575501,0.000002116816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984406,0.0005369078,0.0001019576,0.00009697179,0.00001431734,0.000005049136,0.0003119738,0.000004109289,0.000488126],"genre_scores_gemma":[0.9995713,0.00006991307,0.00004020689,0.00001898328,0.00001344074,0.000004138964,0.0002311045,0.000001796207,0.00004915125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708719,"threshold_uncertainty_score":0.005388796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130543584153886,"score_gpt":0.2825703752645027,"score_spread":0.2712649394229638,"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."}}