{"id":"W4386818132","doi":"10.28920/dhm53.3.189-202","title":"Decompression procedures for transfer under pressure (‘TUP’) diving","year":2023,"lang":"en","type":"article","venue":"Diving and Hyperbaric Medicine Journal","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Navy; Aker BP","keywords":"Decompression; Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008471876,0.0002033212,0.0004851927,0.0003158668,0.0005811308,0.0000560342,0.0001169491,0.0001299506,0.000178561],"category_scores_gemma":[0.0006585064,0.0001421665,0.0002339239,0.000384322,0.0000937551,0.0001038862,0.00004807638,0.0004488195,0.000007335919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002407694,"about_ca_system_score_gemma":0.0001231561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001875911,"about_ca_topic_score_gemma":0.000003770623,"domain_scores_codex":[0.9984041,0.00005289901,0.0003959676,0.0003022338,0.0004585835,0.0003861653],"domain_scores_gemma":[0.9988095,0.0003209097,0.00005666965,0.000251848,0.0002054812,0.0003555668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00100453,0.0008315474,0.1708398,0.005150921,0.007621863,0.0002242565,0.01442033,0.005120267,0.0720642,0.006841576,0.6186123,0.09726843],"study_design_scores_gemma":[0.01417704,0.0009863519,0.8115803,0.005733215,0.005250468,0.007173593,0.003106075,0.01365849,0.0003512336,0.005985227,0.1312412,0.0007568086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7528602,0.04505505,0.1667467,0.021795,0.001695867,0.001636834,0.00002847679,0.0007046154,0.009477327],"genre_scores_gemma":[0.9939529,0.00169382,0.0003090011,0.0005001464,0.001020059,0.00004287317,0.00003013024,0.00004139289,0.002409709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6407405,"threshold_uncertainty_score":0.5797381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483720533740912,"score_gpt":0.3064400575546137,"score_spread":0.2716028522172046,"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."}}