{"id":"W2521347980","doi":"10.1097/aap.0000000000000478","title":"Reply to Dr Lessire et al","year":2016,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"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":[0.004294294,0.00104297,0.001958658,0.001099326,0.00571666,0.006687512,0.002482025,0.1001341,0.01260663],"category_scores_gemma":[0.0495113,0.00129541,0.001638459,0.001034368,0.003631284,0.004565607,0.003457017,0.05805623,0.01101301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005987273,"about_ca_system_score_gemma":0.007349527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006760418,"about_ca_topic_score_gemma":0.01111653,"domain_scores_codex":[0.9948684,0.001363891,0.0006946012,0.0006219439,0.001220753,0.001230443],"domain_scores_gemma":[0.9867278,0.006075685,0.001778738,0.000395985,0.002310852,0.002710892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002910213,0.00001600344,0.0006720404,0.00004524376,0.00001696305,0.00130949,0.0001671159,0.00003499757,0.00004382868,0.001028712,0.9943066,0.002329842],"study_design_scores_gemma":[0.0001972645,0.00008043281,0.00237735,0.001022991,0.00009793429,0.003926132,0.001602912,0.0005230901,0.0002423056,0.01083973,0.9789397,0.0001500974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001934735,0.0005555855,0.00002971673,0.9827501,0.01518566,0.000007300896,0.00004646225,0.00001144641,0.0012202],"genre_scores_gemma":[0.001495638,0.0004544638,0.00004783346,0.9707441,0.02381559,0.00002309596,0.00002339952,0.00001161431,0.003384294],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1001341,"threshold_uncertainty_score":0.04344088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08203823420282752,"score_gpt":0.3423712651554781,"score_spread":0.2603330309526506,"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."}}