{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003568536,0.001106601,0.001782356,0.006207193,0.001601804,0.002197658,0.001766059,0.0008092175,0.007625987],"category_scores_gemma":[0.01439491,0.0003298686,0.001395345,0.005301824,0.0007514163,0.000930828,0.001456092,0.001655659,0.003900688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007993498,"about_ca_system_score_gemma":0.03074906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7546631,"about_ca_topic_score_gemma":0.8481545,"domain_scores_codex":[0.9940913,0.0004967967,0.0007049857,0.0004544279,0.003653449,0.0005989834],"domain_scores_gemma":[0.9802439,0.0008904659,0.001494372,0.0004652185,0.01578859,0.001117361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009660974,0.0003442785,0.4914387,0.0005525898,0.0008344569,0.0002532817,0.0003507261,0.00134704,0.0007607377,0.006095177,0.3250537,0.1720033],"study_design_scores_gemma":[0.0003748892,0.0002248588,0.8350452,0.000284542,0.0003379168,0.0004276602,0.0002530601,0.001287478,0.0005955884,0.001376173,0.1596272,0.0001655194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.272761,0.01677554,0.01785365,0.0108519,0.00735557,0.005647787,0.2597277,0.002009518,0.4070174],"genre_scores_gemma":[0.6186196,0.0126703,0.03468313,0.003760223,0.001495044,0.00505832,0.2415228,0.0004961994,0.08169439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2453369,"threshold_uncertainty_score":0.4935635,"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."}}