{"id":"W4401920311","doi":"10.1161/svin.124.001455","title":"CASSH Registry: Rationale and Study Design","year":2024,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04384227,0.001611422,0.002362984,0.003992206,0.002234518,0.003120189,0.003193589,0.002383641,0.01375391],"category_scores_gemma":[0.04394114,0.001587643,0.001800386,0.007161165,0.001682238,0.002531941,0.00293049,0.002265695,0.005397354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219236,"about_ca_system_score_gemma":0.01066248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148711,"about_ca_topic_score_gemma":0.003944955,"domain_scores_codex":[0.9732882,0.01452461,0.004962472,0.002906814,0.003430574,0.0008871368],"domain_scores_gemma":[0.9806288,0.005015002,0.002730238,0.00427773,0.00593693,0.001411372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05406581,0.006047017,0.4471292,0.02441124,0.00556468,0.003319544,0.004124158,0.004383382,0.001850897,0.05620995,0.2321661,0.1607281],"study_design_scores_gemma":[0.05312838,0.01547633,0.2443281,0.02069591,0.0103127,0.004880178,0.004325835,0.01197366,0.003064984,0.03832112,0.5926353,0.0008575509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08717163,0.01141923,0.06249812,0.01311942,0.0039586,0.6555163,0.1338115,0.0006625576,0.03184276],"genre_scores_gemma":[0.119232,0.003488914,0.05945532,0.007495747,0.002002008,0.7691345,0.03530218,0.0001535319,0.0037358],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04384227,"threshold_uncertainty_score":0.2318628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071497008611296,"score_gpt":0.2747327863181785,"score_spread":0.2540178162320655,"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."}}