{"id":"W3133262236","doi":"10.1056/nejm-jw.na53195","title":"The Canadian TIA Score Is Now Prospectively Validated","year":2021,"lang":"en","type":"article","venue":"Journal watch","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002866072,0.0001105936,0.0001585428,0.00004026361,0.0005054711,0.0001688843,0.0001406937,0.0000623838,0.0006077734],"category_scores_gemma":[0.0001312216,0.0000705221,0.0001028484,0.0002470066,0.00004433089,0.0000558475,0.00005498394,0.0005182733,0.0002100749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007397798,"about_ca_system_score_gemma":0.0007678785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219569,"about_ca_topic_score_gemma":0.0265816,"domain_scores_codex":[0.9988488,0.00002747486,0.0002188464,0.000157066,0.0003871328,0.0003606659],"domain_scores_gemma":[0.9988894,0.00002523016,0.0000853958,0.0002696289,0.0003871732,0.000343119],"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":[0.00002468822,0.00002358716,0.03022797,0.000009451037,0.0002406706,0.001287171,0.0003299745,7.065275e-7,0.002409653,0.00005279445,0.9636154,0.001777917],"study_design_scores_gemma":[0.0007445783,0.0000545465,0.04203009,0.0000793172,0.0001344324,0.001772546,0.0003334398,0.00004438411,0.01956559,0.0002074332,0.9349344,0.00009925987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3601124,0.0008101886,0.0001177149,0.5289161,0.0009344013,0.0003915435,0.0000169524,0.00003787763,0.1086628],"genre_scores_gemma":[0.7917563,0.0009007065,0.001326149,0.006994416,0.000958249,0.000009984326,0.00001385796,0.00004254269,0.1979978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5219217,"threshold_uncertainty_score":0.9911808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926321802318512,"score_gpt":0.267646427815374,"score_spread":0.2483832097921888,"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."}}