{"id":"W3034070838","doi":"10.1161/strokeaha.119.027995","title":"Frequency and Predictors of Major Bleeding in Patients With Embolic Strokes of Undetermined Source","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Embolic stroke; Stroke (engine); Internal medicine; Cardiology; Ischemic stroke; Ischemia","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":[0.0007723067,0.0003156761,0.0006746459,0.0005564404,0.0003149327,0.0005338024,0.0003241579,0.0007273196,0.001291539],"category_scores_gemma":[0.003754532,0.0002829708,0.0006590547,0.0009196557,0.0002416432,0.0004368563,0.0003160715,0.0007226063,0.000172095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908956,"about_ca_system_score_gemma":0.0002461373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213056,"about_ca_topic_score_gemma":0.001837092,"domain_scores_codex":[0.9994399,0.0001794636,0.00007262768,0.0001219665,0.0001025802,0.00008340953],"domain_scores_gemma":[0.997281,0.0005864321,0.001442265,0.0001429504,0.0001491279,0.0003982911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007655908,0.00003802714,0.997468,0.00001273349,0.00009682848,0.0000765004,0.00001743121,0.00003420928,0.00009089005,0.000008233025,0.00008262022,0.001308926],"study_design_scores_gemma":[0.00007018237,0.0002187846,0.9988875,0.000005812536,0.00007636722,0.000377562,0.00002906257,0.0001800841,0.00003238659,0.00003026142,0.00008737929,0.000004587503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985459,0.0008755386,0.00008784697,0.00007773079,0.00001035769,0.000007475492,0.0001848725,0.000002708523,0.0002075933],"genre_scores_gemma":[0.9993479,0.0001851611,0.00006256048,0.00003738654,0.00003706261,0.000007194898,0.0002617111,0.000001229271,0.0000598544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291539,"threshold_uncertainty_score":0.004320621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199007669025646,"score_gpt":0.2533783139683891,"score_spread":0.2313882372781326,"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."}}