{"id":"W6902115316","doi":"10.6084/m9.figshare.28571511.v1","title":"Additional file 1 of Individualized PEEP can improve both pulmonary hemodynamics and lung function in acute lung injury","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Manitoba; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Hemodynamics; Lung; Lung function; Pulmonary function testing; Function (biology)","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":["insufficient_payload"],"category_scores_codex":[0.001721212,0.001323646,0.001685175,0.001959897,0.0009379493,0.002366196,0.001837937,0.001701321,0.9111035],"category_scores_gemma":[0.03462134,0.0007378306,0.002226085,0.00205471,0.0003872514,0.002232685,0.001457363,0.001245519,0.2388563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023185,"about_ca_system_score_gemma":0.002409451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007816554,"about_ca_topic_score_gemma":0.01184752,"domain_scores_codex":[0.9991508,0.0001489275,0.0001793044,0.0001734718,0.0002143391,0.0001331936],"domain_scores_gemma":[0.9706915,0.02206342,0.001442474,0.001174807,0.00391822,0.0007095153],"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":[0.001347999,0.0001994582,0.002611747,0.006610843,0.0001381692,0.0001328999,0.00007458009,0.0005449542,0.0001927786,0.0008629807,0.9728694,0.01441424],"study_design_scores_gemma":[0.03140412,0.000888203,0.058514,0.01759692,0.0008199664,0.001479805,0.0008953289,0.004358565,0.002400249,0.0286646,0.8524486,0.0005296446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002411229,0.00004084524,0.0002801025,0.0001860036,0.00008067921,0.0001517172,0.9972155,0.0003062458,0.00149771],"genre_scores_gemma":[0.01738628,0.0004291621,0.01079349,0.002736434,0.0008053399,0.006060911,0.9277238,0.00230843,0.03175617],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08889645,"threshold_uncertainty_score":0.1268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009910987025922885,"score_gpt":0.283908728127946,"score_spread":0.2739977411020231,"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."}}