{"id":"W1893403406","doi":"10.1111/ijs.12509","title":"Global Survey of the Diagnostic Evaluation and Management of Cryptogenic Ischemic Stroke","year":2015,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Bayer HealthCare","keywords":"Medicine; Antithrombotic; Stroke (engine); Emergency medicine; Pediatrics; Internal 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":[0.002076238,0.0003263455,0.0002733078,0.001716627,0.0001561212,0.0003450436,0.0003476054,0.0003992095,0.001261442],"category_scores_gemma":[0.005903486,0.0001988429,0.0003284731,0.002548014,0.0003240881,0.0005684922,0.0006086778,0.0004177396,0.000403179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674229,"about_ca_system_score_gemma":0.000636304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005725809,"about_ca_topic_score_gemma":0.003868389,"domain_scores_codex":[0.9986945,0.0005204823,0.0002754143,0.0001326714,0.0002318799,0.0001450442],"domain_scores_gemma":[0.9911158,0.001182011,0.005273941,0.0003204307,0.001278356,0.0008293921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003579074,0.00002218167,0.9922675,0.0001287439,0.00004331271,0.00003005341,0.0001699814,0.00006142173,0.00007512812,0.0000325525,0.002059623,0.00507362],"study_design_scores_gemma":[0.00000614435,0.00004141676,0.9983606,0.00005664742,0.0000108269,0.00009706886,0.0002606301,0.00005764236,0.00002840051,0.00002422164,0.001052976,0.000003401471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672953,0.002554869,0.0005620724,0.001812268,0.00005247289,0.0001903066,0.02182435,0.00006472471,0.005643628],"genre_scores_gemma":[0.9886866,0.00188097,0.0006516319,0.0006628096,0.0000406685,0.0001149682,0.007678665,0.000008176959,0.0002755452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005725809,"threshold_uncertainty_score":0.01138496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389608669400548,"score_gpt":0.3323162928722034,"score_spread":0.288420206178198,"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."}}