{"id":"W4401117351","doi":"10.2196/53821","title":"Emerging Indications for Hyperbaric Oxygen Treatment: Registry Cohort Study","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004546556,0.0001165554,0.0003480705,0.0007795434,0.00009950381,0.0001226889,0.0003109121,0.00007596278,0.00109567],"category_scores_gemma":[0.002301183,0.00007766049,0.0001940781,0.0004893693,0.0001169301,0.0001681089,0.000104499,0.0008343988,0.00004664472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006166184,"about_ca_system_score_gemma":0.001038404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006802728,"about_ca_topic_score_gemma":0.00001433094,"domain_scores_codex":[0.9961864,0.000202071,0.0005048866,0.0002390394,0.002543553,0.000324002],"domain_scores_gemma":[0.9972141,0.001485523,0.00009641888,0.000226236,0.0005854267,0.0003923292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00154026,0.008585966,0.0621067,0.0005575399,0.009098643,0.003902006,0.006577174,0.000002645387,0.0006841237,0.003083383,0.1800631,0.7237985],"study_design_scores_gemma":[0.005632684,0.01289434,0.123195,0.002217667,0.001104104,0.0003844726,0.01852988,0.002799323,0.0004795965,0.00148384,0.8310741,0.000205034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005035,0.002364813,0.005767216,0.06366624,0.001548811,0.002861548,0.000009929723,0.00004427624,0.02323362],"genre_scores_gemma":[0.9933242,0.0005997298,0.000256733,0.00009949825,0.0007491247,0.0001617464,0.000007657233,0.00002399547,0.004777363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7235935,"threshold_uncertainty_score":0.9998175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07364296379785074,"score_gpt":0.5000498060987781,"score_spread":0.4264068423009274,"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."}}