{"id":"W6901942551","doi":"10.6084/m9.figshare.13023360","title":"Additional file 1 of C-reactive protein for prediction of atrial fibrillation recurrence after catheter ablation","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Atrial fibrillation; Catheter ablation; Ablation; Ablation of atrial fibrillation; Catheter; Flow (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001598109,0.0009081167,0.001251941,0.001583506,0.0007236356,0.001072814,0.001271802,0.001101629,0.8377582],"category_scores_gemma":[0.03534787,0.000414008,0.0009010771,0.002542134,0.0002051958,0.001339884,0.0007067008,0.000888509,0.08953033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009028091,"about_ca_system_score_gemma":0.001486137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006833093,"about_ca_topic_score_gemma":0.008910024,"domain_scores_codex":[0.9991704,0.0002075969,0.0001933432,0.0001959167,0.0001290399,0.0001037615],"domain_scores_gemma":[0.9743163,0.02030871,0.001951613,0.000856766,0.002105331,0.0004613635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008873921,0.0001966494,0.007125216,0.003501109,0.00008862642,0.0001092897,0.00008705442,0.0005113345,0.00005961872,0.0007746226,0.9722133,0.0144458],"study_design_scores_gemma":[0.0226066,0.001399184,0.1254701,0.01746665,0.0009395176,0.002711029,0.001228265,0.007230312,0.001353169,0.02797479,0.79124,0.0003803744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005464975,0.00004640154,0.0003779686,0.0001964725,0.00002740635,0.000223268,0.9970425,0.0001205568,0.001418977],"genre_scores_gemma":[0.0453312,0.0005815804,0.007846062,0.001895748,0.0004134713,0.009972914,0.9093009,0.0008594148,0.02379873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8377582,"threshold_uncertainty_score":0.2314182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08716500484328712,"score_gpt":0.3260615539878244,"score_spread":0.2388965491445373,"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."}}