{"id":"W4413128320","doi":"10.1136/heartjnl-2025-bcs.93","title":"2-055 Drug coated balloons- are they effective in acute angioplasty? A single centre experience","year":2025,"lang":"en","type":"article","venue":"","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Drug; Angioplasty; Medicine; Medical emergency; Internal medicine; Pharmacology","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":[0.0000674465,0.000179316,0.0002790271,0.0001625305,0.00004914736,0.0000303249,0.0001111086,0.00003857082,0.000375277],"category_scores_gemma":[0.00004963972,0.0001442791,0.00008590221,0.0003652418,0.00004838673,0.0001094639,0.0001328464,0.0001028211,0.00006812491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438644,"about_ca_system_score_gemma":0.00003346334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288405,"about_ca_topic_score_gemma":0.0007564321,"domain_scores_codex":[0.9988656,0.00006891317,0.000199987,0.0003705148,0.0001838182,0.0003111635],"domain_scores_gemma":[0.9994454,0.00005138562,0.00003847217,0.0002994085,0.00005293043,0.0001123768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001801073,0.003454333,0.8604968,0.0003935924,0.0008482769,0.001874158,0.0116442,0.00007518865,0.05003696,0.001792287,0.05359233,0.01399084],"study_design_scores_gemma":[0.00603869,0.0001675409,0.9463888,0.0009075103,0.0002984721,0.000008423893,0.01057,0.00219458,0.01614858,0.000184381,0.01666416,0.0004288087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698002,0.00006961462,0.00009652691,0.004653156,0.0001548091,0.001010383,0.000007800164,0.0001651467,0.0240424],"genre_scores_gemma":[0.9815053,0.000005313408,0.0001354924,0.002690224,0.00001716124,0.000111733,0.00001740164,0.00001152068,0.01550585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08589209,"threshold_uncertainty_score":0.5883529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005679342277940981,"score_gpt":0.2498230367534919,"score_spread":0.2441436944755509,"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."}}