{"id":"W4220685846","doi":"10.1097/aln.0000000000004193","title":"Pressure Support Ventilation and Atelectasis: Comment","year":2022,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Atelectasis; Pressure support ventilation; Ventilation (architecture); Anesthesia; Intensive care medicine; Mechanical ventilation; Internal medicine; Lung; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001816345,0.0001792296,0.0004637845,0.00007512946,0.0001049927,0.000007933852,0.0001161387,0.0006061602,0.004214842],"category_scores_gemma":[0.00008964562,0.0001615525,0.00009541131,0.00008108131,0.0001433586,0.00001675729,0.00006368777,0.001378842,0.0001053092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003028277,"about_ca_system_score_gemma":0.00007654216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002758455,"about_ca_topic_score_gemma":7.709126e-7,"domain_scores_codex":[0.9986768,0.0001319174,0.0003466187,0.0004321286,0.0001681813,0.0002443865],"domain_scores_gemma":[0.9986479,0.0006365587,0.0001672575,0.0004540394,0.00004333609,0.00005085522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000645677,0.00005986473,0.01462869,0.0001065859,0.0001071126,0.000148056,0.00004365934,3.382126e-7,0.00003511559,0.00005216604,0.983851,0.0009028098],"study_design_scores_gemma":[0.0002645054,0.0009357231,0.05248267,0.00001094484,0.000386089,0.0005764877,0.000007803025,0.000003023698,0.00001642266,0.0006987672,0.9444885,0.000129071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03336377,0.0007607585,0.000005449931,0.9636318,0.0001511713,0.0008065934,0.00004985127,0.0001094101,0.001121212],"genre_scores_gemma":[0.02358005,0.0003577557,0.0002692689,0.9670056,0.000996031,0.0003769976,0.002760956,0.00004684687,0.00460653],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03936254,"threshold_uncertainty_score":0.9966955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701178087397955,"score_gpt":0.3168637465552787,"score_spread":0.2798519656812991,"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."}}