{"id":"W2902908312","doi":"10.1212/wnl.0000000000006748","title":"Atrial cardiopathy in patients with embolic strokes of unknown source and other stroke etiologies","year":2018,"lang":"en","type":"article","venue":"Neurology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Embolic stroke; Etiology; Medicine; Stroke (engine); Cardiology; Internal medicine; Atrial fibrillation; Intracranial Embolism; Embolism; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008058455,0.0000771582,0.000270731,0.0001129383,0.00001823825,0.000002959937,0.00003376683,0.0000670087,0.00002511023],"category_scores_gemma":[0.00007468259,0.00005534504,0.00004373001,0.00007088939,0.0001766897,0.00002337757,0.0000425096,0.00006707916,0.000004356419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003177849,"about_ca_system_score_gemma":0.00001029878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004731302,"about_ca_topic_score_gemma":0.00003266539,"domain_scores_codex":[0.9994084,0.00006541881,0.0001552443,0.0001512934,0.00009264022,0.0001270001],"domain_scores_gemma":[0.9996729,0.00007042338,0.00007048166,0.0001241667,0.00003845582,0.00002354649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002739707,0.000004303633,0.9947886,0.000009296579,0.00003378358,0.000001309454,0.00008973037,0.0000249998,0.00006421105,0.0001843339,0.00003124798,0.002028494],"study_design_scores_gemma":[0.003505678,0.002758237,0.9753788,0.000003655032,0.00005109674,0.000001295679,0.00001108042,0.00003346472,0.00005090977,0.000022183,0.01813939,0.00004419812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980316,0.00004163343,0.00003834636,0.0004523511,0.0001496378,0.0002317509,0.000004105897,0.00002208464,0.001028558],"genre_scores_gemma":[0.9990174,0.000006753112,0.00006753956,0.0003308271,0.0004146002,5.524194e-7,0.000002557895,0.000009676566,0.0001501362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01940977,"threshold_uncertainty_score":0.2256905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202579236072062,"score_gpt":0.2713817337643108,"score_spread":0.2493559414035902,"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."}}