{"id":"W4401642001","doi":"10.15420/icr.2024.06","title":"Dedicated Balloon Techniques for Coronary Calcium Modification","year":2024,"lang":"en","type":"review","venue":"Interventional Cardiology Reviews Research Resources","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Balloon; Calcium; Computer science; Cardiology; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541468,0.0006592564,0.001326894,0.002980999,0.0002746392,0.0009520226,0.0007264917,0.0009403832,0.006386874],"category_scores_gemma":[0.001254374,0.0002468052,0.001136145,0.001611609,0.0005001489,0.001053685,0.0007455183,0.001971005,0.002844327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652772,"about_ca_system_score_gemma":0.0007224542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005533163,"about_ca_topic_score_gemma":0.0008181913,"domain_scores_codex":[0.999608,0.00007097291,0.00006654506,0.00006947966,0.0001530595,0.00003207272],"domain_scores_gemma":[0.9995809,0.0002509593,0.00007302774,0.00001882349,0.00005505698,0.0000212262],"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":[0.00009762826,0.00008755999,0.0002269306,0.02612871,0.0002065821,0.0002712574,0.00007371076,0.0001631135,0.002759204,0.003547056,0.02249975,0.9439384],"study_design_scores_gemma":[0.00005352475,0.0001818673,0.001686402,0.008802046,0.0003330822,0.004132829,0.00005222993,0.0001012713,0.001307323,0.002208204,0.98111,0.00003125604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001281068,0.9984912,0.0001932316,0.000155435,0.0001489236,0.000006895437,0.00001451549,0.00001033876,0.0008513081],"genre_scores_gemma":[0.001323917,0.9972439,0.0003825598,0.0002216672,0.000202156,0.00001322048,0.00004080649,0.000003774471,0.0005681278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006386874,"threshold_uncertainty_score":0.02136624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4107385104016814,"score_gpt":0.5481131292257532,"score_spread":0.1373746188240718,"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."}}