{"id":"W2950122530","doi":"10.1136/bmjopen-2018-023775","title":"Atrial fibrillation ablation with a spring sensor-irrigated contact force-sensing catheter compared with other ablation catheters: systematic literature review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Biosense Webster; St. Jude Medical; Servier; Bayer HealthCare; Pfizer","keywords":"Medicine; Ablation; Atrial fibrillation; Catheter ablation; Spring (device); Meta-analysis; Catheter; Contact force; Surgery; Internal medicine; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001406606,0.0007114274,0.008085719,0.0005263276,0.0001213635,0.0005239594,0.0001595881,0.0002438095,0.0001061259],"category_scores_gemma":[0.0001134863,0.0003889891,0.001892674,0.001282151,0.00002731938,0.0004857614,0.0001190769,0.0002133667,0.00004457053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493888,"about_ca_system_score_gemma":0.0001372781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008918917,"about_ca_topic_score_gemma":0.00006142825,"domain_scores_codex":[0.9961867,0.000722601,0.001468417,0.0007488986,0.0006052785,0.0002680686],"domain_scores_gemma":[0.9959266,0.0004034859,0.002238467,0.001019108,0.0002996329,0.0001127753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000515899,0.000004465814,0.0007085787,0.7460833,0.2501201,0.00002867604,0.000291493,0.0004640472,5.262544e-7,0.00009615727,0.00004229098,0.001644438],"study_design_scores_gemma":[0.001212909,0.0001902299,0.00007652608,0.1184819,0.8417578,0.0001199539,0.00002230633,0.0009091305,2.1111e-7,0.00000247424,0.03663829,0.0005882513],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001793421,0.9559353,0.0007840989,0.0003111292,0.00004444699,0.04226809,0.00004696753,0.00006325346,0.0005287693],"genre_scores_gemma":[0.0005579754,0.9844407,0.004558761,0.0004136076,0.0006175084,0.0001381117,0.001493739,0.0002277994,0.007551725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6276014,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301375602645336,"score_gpt":0.4277823731801416,"score_spread":0.197644812915608,"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."}}