{"id":"W4417515874","doi":"10.1016/j.xjon.2025.101567","title":"Reply: Hydrodissection for conduit harvesting: Catch the wave!","year":2025,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal","keywords":"Electrical conduit; Work (physics); Inflow; Current (fluid)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005352098,0.001253693,0.00132089,0.001024942,0.00335072,0.00318912,0.002429585,0.04526886,0.01023236],"category_scores_gemma":[0.02686453,0.0008299968,0.001666855,0.0007047364,0.003895272,0.005561466,0.002733403,0.04713384,0.01031236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023467,"about_ca_system_score_gemma":0.004591987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006041211,"about_ca_topic_score_gemma":0.0081506,"domain_scores_codex":[0.9958841,0.000836826,0.0006374073,0.000617592,0.001422268,0.0006018276],"domain_scores_gemma":[0.9840307,0.006861921,0.001082405,0.000568542,0.005243055,0.002213364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004117396,0.00002763611,0.0002467958,0.00008074287,0.00001485606,0.000217142,0.00007684813,0.00004042898,0.0003986012,0.0009189869,0.9926167,0.005320131],"study_design_scores_gemma":[0.00005179734,0.00006650689,0.001182742,0.0001871666,0.00003439841,0.0005718018,0.000511738,0.0001833958,0.0006239408,0.003370142,0.993125,0.0000914781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001994144,0.001932669,0.0004066318,0.9440581,0.05247833,0.0000123882,0.00007380782,0.00007676937,0.0007619669],"genre_scores_gemma":[0.001598395,0.001722971,0.0005712018,0.9550049,0.03445773,0.00002928905,0.00005005945,0.0000384502,0.006526907],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04526886,"threshold_uncertainty_score":0.03423065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913736139697504,"score_gpt":0.3190878948102966,"score_spread":0.2699505334133215,"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."}}