{"id":"W4402926936","doi":"10.1002/ccd.31243","title":"HydroDynamic contrast Recanalization (HDR): Description of a new crossing technique for coronary chronic total occlusions","year":2024,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Heart Institute Foundation","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Radiology; Contrast (vision); Cardiology; Myocardial infarction; Artificial intelligence; Computer science","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":[0.0002783349,0.000147385,0.000314738,0.000259793,0.0001766762,0.0001130218,0.00004711977,0.0001048639,0.0001554762],"category_scores_gemma":[0.0001087057,0.0001465636,0.001471233,0.0002733687,0.0001087409,0.00018553,0.00004589487,0.00009074553,0.000003531073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319611,"about_ca_system_score_gemma":0.0002067392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005373043,"about_ca_topic_score_gemma":0.0000247111,"domain_scores_codex":[0.9988661,0.00005133102,0.0004715172,0.0003010274,0.0001602831,0.0001497729],"domain_scores_gemma":[0.999352,0.00003924214,0.0000631626,0.000277533,0.0001642898,0.0001038124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005532947,0.002049803,0.00580557,0.01973387,0.01130192,0.0001859873,0.003437369,0.007188632,0.3668754,0.02229249,0.006575792,0.5539998],"study_design_scores_gemma":[0.02299044,0.01575266,0.2242458,0.08078909,0.03390128,0.01234095,0.002954844,0.4357008,0.04361465,0.01233285,0.1116403,0.003736354],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1403283,0.01229851,0.8455271,0.0001187904,0.0003457234,0.001028098,0.0001206555,0.00009272087,0.0001401152],"genre_scores_gemma":[0.9951239,0.000412991,0.001561551,0.00001686353,0.0001369767,0.0001787894,0.0006478663,0.00003611987,0.001884909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8547956,"threshold_uncertainty_score":0.5976691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978187987500705,"score_gpt":0.2989094704439621,"score_spread":0.2691275905689551,"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."}}