{"id":"W6927831497","doi":"10.3389/fcvm.2022.971848.s004","title":"Image_3_Left atrial appendage flow velocity predicts recurrence of atrial fibrillation after catheter ablation: A systematic review and meta-analysis.tif","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Catheter ablation; Meta-analysis; Catheter; Grading (engineering); Statistical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005064412,0.001615819,0.007320283,0.007433201,0.0004280583,0.002622583,0.002022942,0.002119947,0.06125484],"category_scores_gemma":[0.01906065,0.0008459883,0.02068799,0.006908767,0.000364831,0.002040973,0.001538769,0.001204012,0.001924921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155672,"about_ca_system_score_gemma":0.003938167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009418945,"about_ca_topic_score_gemma":0.01970873,"domain_scores_codex":[0.9978123,0.0007884161,0.0005009618,0.0002042044,0.0005388897,0.0001552448],"domain_scores_gemma":[0.9931631,0.004680071,0.001163641,0.0001648775,0.0007424255,0.00008580661],"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":[0.001098651,0.0000344002,0.003067015,0.8757451,0.07576677,0.0001294766,0.0001005052,0.0003270526,0.0003358758,0.0003282949,0.01259677,0.03047016],"study_design_scores_gemma":[0.003565869,0.0004369908,0.02110087,0.34546,0.5818937,0.0004747015,0.0001424541,0.001218964,0.0004310196,0.001342169,0.04380739,0.0001259034],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006824303,0.9384555,0.001555868,0.004921783,0.001143137,0.003828492,0.03827824,0.0004028453,0.004589842],"genre_scores_gemma":[0.1237912,0.8239161,0.007343017,0.008158115,0.001833279,0.009674909,0.01843726,0.0002440637,0.006602022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06125484,"threshold_uncertainty_score":0.2049178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132517903804071,"score_gpt":0.2937350534175283,"score_spread":0.2524098743794876,"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."}}