{"id":"W4401947085","doi":"10.1016/j.chest.2024.08.028","title":"Evidence of Lung Pathology in Freedivers With History of Pulmonary Barotrauma","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of Toronto","funders":"","keywords":"Medicine; Lung; Pathology; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003023064,0.00007070698,0.0001967846,0.0002775078,0.000007626873,0.000004317956,0.00008256604,0.00004330888,0.0002549274],"category_scores_gemma":[0.00005498545,0.00005365505,0.00006264005,0.0001425222,0.000127674,0.0001654171,0.00002111157,0.0002491556,0.000004021749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939996,"about_ca_system_score_gemma":0.0001667177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002069077,"about_ca_topic_score_gemma":0.000006906,"domain_scores_codex":[0.9993342,0.00002392411,0.0002266324,0.0001075414,0.0001909011,0.0001167919],"domain_scores_gemma":[0.9996262,0.00009451632,0.00006969117,0.0001028818,0.00004728804,0.00005948407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005490907,0.0002734694,0.9350392,0.003313964,0.0001262429,0.01040266,0.002189553,0.00002865523,0.008811356,0.0004906108,0.01571229,0.02306286],"study_design_scores_gemma":[0.000841417,0.000556917,0.9859735,0.005288788,0.0002870365,0.001269073,0.0004394769,0.0004773995,0.000786371,0.0000962103,0.003876061,0.0001077924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548823,0.02707688,0.0001564189,0.001021383,0.0004163622,0.0001293855,9.662617e-7,0.00001722847,0.01629911],"genre_scores_gemma":[0.9971061,0.001403196,0.0004388955,0.00005107344,0.00009865234,0.000003361583,6.779673e-7,0.000007931039,0.0008901159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05093422,"threshold_uncertainty_score":0.2791276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596590912028318,"score_gpt":0.2827445343076067,"score_spread":0.2230854431047748,"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."}}