{"id":"W2612759305","doi":"10.1016/j.hrthm.2017.05.004","title":"Novel dyeless and fluoro-less approach to cryoballoon pulmonary vein occlusion assessment","year":2017,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medtronic (Canada)","funders":"","keywords":"Medicine; Fluoroscopy; Cryoablation; Occlusion; Pulmonary vein; Nuclear medicine; Radiology; Ablation; Surgery; 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":[0.0008230464,0.000504502,0.0003381092,0.0008237161,0.0003574634,0.0007931287,0.0006172191,0.001200785,0.001770432],"category_scores_gemma":[0.0009111884,0.0003590528,0.0003213192,0.0002173707,0.0004793228,0.001337638,0.0007743968,0.001043143,0.0003769885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046212,"about_ca_system_score_gemma":0.0004284834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000391292,"about_ca_topic_score_gemma":0.001002583,"domain_scores_codex":[0.9996532,0.00008666164,0.00002829769,0.00009465003,0.00009179353,0.00004545188],"domain_scores_gemma":[0.9995382,0.000176461,0.0000538074,0.00006778794,0.00008450461,0.00007928025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002018902,0.0002985276,0.017666,0.0004812421,0.0001151761,0.009657058,0.00032201,0.001172554,0.7492919,0.001864292,0.002353174,0.2147593],"study_design_scores_gemma":[0.0005284437,0.004262989,0.07825503,0.0003334646,0.0008466856,0.2140554,0.000492429,0.1006403,0.5644994,0.005703615,0.02996993,0.0004123214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3403494,0.00651161,0.6434954,0.001279847,0.0003432641,0.0002776104,0.0001887399,0.0008904883,0.006663617],"genre_scores_gemma":[0.7694552,0.002520999,0.2226999,0.001165394,0.0004056159,0.0001716046,0.0001606325,0.000124564,0.003296096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001770432,"threshold_uncertainty_score":0.005922675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835732042687129,"score_gpt":0.267299605276439,"score_spread":0.2389422848495678,"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."}}