{"id":"W7093095899","doi":"10.6084/m9.figshare.c.8100098","title":"Does obesity impact on weaning from invasive ventilation: a secondary analysis of the WEAN SAFE study","year":2025,"lang":"","type":"other","venue":"Figshare","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Weaning; Overweight; Obesity; Mechanical ventilation; Body mass index; Population","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":[0.00330379,0.0004678502,0.0008903077,0.001091363,0.0003841344,0.001109007,0.0005858134,0.0007053629,0.002024345],"category_scores_gemma":[0.007930968,0.0002819577,0.001935747,0.001529292,0.0003314477,0.0008543444,0.0007797691,0.000909088,0.0002439307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580822,"about_ca_system_score_gemma":0.0005323736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294673,"about_ca_topic_score_gemma":0.002159804,"domain_scores_codex":[0.9976351,0.001194136,0.0003027992,0.0002986488,0.0002779357,0.0002913831],"domain_scores_gemma":[0.9906083,0.002424961,0.004606826,0.0007509121,0.0006808568,0.000928056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002276132,0.0001764144,0.9944951,0.0000871033,0.001074267,0.00007895227,0.00004896464,0.00004790735,0.0001418783,0.00004446706,0.0002601474,0.001268664],"study_design_scores_gemma":[0.0002603583,0.0008997506,0.9967653,0.00005154905,0.000719537,0.0001495707,0.0002329923,0.0004162905,0.00008172217,0.00007645159,0.0003327116,0.00001386835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981579,0.000489259,0.000103084,0.00008138261,0.00001767825,0.00002669152,0.000829917,0.000002139879,0.0002918239],"genre_scores_gemma":[0.9985343,0.000111924,0.00006268841,0.0000756282,0.00004809973,0.00004182612,0.001017872,0.000004645889,0.0001029541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00330379,"threshold_uncertainty_score":0.01747233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118477030483456,"score_gpt":0.2913723980861898,"score_spread":0.2701876277813552,"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."}}