{"id":"W4407301540","doi":"10.1001/jamaneurol.2024.5090","title":"Transient Ischemic Attack—Not So Transient After All!","year":2025,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Transient (computer programming); Medicine; Cardiology; Neuroscience; Psychology; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000160318,0.0002706628,0.0004371516,0.000233717,0.000036639,0.00002332339,0.0002104113,0.0003162752,0.0004719668],"category_scores_gemma":[0.00005662932,0.0002486492,0.0002124869,0.000230431,0.0001925744,0.00005775443,0.00009988454,0.0007183137,0.0001578059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004472897,"about_ca_system_score_gemma":0.00008066038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001509045,"about_ca_topic_score_gemma":0.000007913043,"domain_scores_codex":[0.998078,0.00006747508,0.0004153351,0.0006338361,0.0002596876,0.0005456005],"domain_scores_gemma":[0.9990336,0.00009610245,0.00005548141,0.0006178183,0.00005975598,0.0001371918],"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":[0.004187272,0.0003467231,0.003786402,0.0002534126,0.0004064725,0.001187199,0.0007287426,0.00002913499,0.06072963,0.0000991531,0.9147456,0.01350025],"study_design_scores_gemma":[0.003002672,0.0003728421,0.04725741,0.00002970877,0.000342072,0.0001100892,0.00002010978,0.0003471176,0.009182321,0.000002868042,0.9391851,0.0001476718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8245376,0.0003259403,0.001013446,0.1026453,0.0005902991,0.0005808551,0.00001316364,0.0001376242,0.07015575],"genre_scores_gemma":[0.8713598,0.00008407279,0.0002673318,0.1224656,0.0001904099,0.0001449727,0.00002417447,0.0000305634,0.005433118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06472263,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275892093464179,"score_gpt":0.2690648731701873,"score_spread":0.2563059522355455,"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."}}