{"id":"W4317567705","doi":"10.1097/pcc.0000000000003160","title":"Methodology of the Second Pediatric Acute Lung Injury Consensus Conference","year":2023,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Institute of Child Health and Human Development; Grifols","keywords":"Medicine; Grading (engineering); MEDLINE; Consensus conference; Data extraction; Cochrane Library; Family medicine; Multidisciplinary approach; Evidence-based medicine; Alternative medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009256644,0.0002779901,0.000824737,0.0004326539,0.0001203759,0.000006288938,0.0002744768,0.0002647082,0.002309605],"category_scores_gemma":[0.003458533,0.0001786753,0.0002040224,0.001501196,0.0004394891,0.0000323897,0.000190117,0.0005570999,0.00006440015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004994382,"about_ca_system_score_gemma":0.0005413862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001638559,"about_ca_topic_score_gemma":0.000007861128,"domain_scores_codex":[0.9971732,0.0002871811,0.0007545356,0.0004693995,0.0007320722,0.0005835957],"domain_scores_gemma":[0.996568,0.001513532,0.0001392143,0.0006313544,0.0007517519,0.0003962059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039746,0.0002404511,0.6659395,0.01130173,0.0002523011,0.001916925,0.006691536,0.000001100326,0.03484395,0.02164685,0.2488481,0.007277851],"study_design_scores_gemma":[0.03120273,0.02064237,0.6236606,0.0006728827,0.04506324,0.002773064,0.0557455,0.001016,0.07505714,0.02336517,0.116507,0.004294235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813948,0.002799399,0.0005232957,0.00742058,0.00285445,0.0006563729,0.0001505744,0.0001921391,0.004008438],"genre_scores_gemma":[0.9937173,0.0002641385,0.0006860517,0.001325837,0.002331219,0.00003667757,0.00003810487,0.00004022043,0.00156051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323411,"threshold_uncertainty_score":0.9986024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07809918783924574,"score_gpt":0.3948050514388568,"score_spread":0.3167058635996111,"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."}}