{"id":"W3157897556","doi":"10.1007/s00234-021-02728-5","title":"Defining carotid near-occlusion with full collapse: a pooled analysis","year":2021,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"STROKE-Riksförbundet; Knut och Alice Wallenbergs Stiftelse","keywords":"Medicine; Neuroradiology; Neurosurgery; Neurology; Occlusion; Interventional radiology; Radiology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00007636891,0.0001733369,0.0005830857,0.0001291825,0.0001369056,0.00002765745,0.00007083188,0.00008401425,0.0007515815],"category_scores_gemma":[0.00008896202,0.000141691,0.0003275639,0.0009531131,0.0001146958,0.00003628349,0.00006636694,0.0001775617,0.00008166991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003366434,"about_ca_system_score_gemma":0.0002693252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960709,"about_ca_topic_score_gemma":0.0001049405,"domain_scores_codex":[0.9986085,0.0001936441,0.0002050761,0.0004796251,0.0002080815,0.0003050696],"domain_scores_gemma":[0.9989508,0.00008727013,0.00005829881,0.0005306796,0.0001627324,0.0002101674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002479883,0.0002154063,0.9852254,0.00005448281,0.002155634,0.0008538044,0.0001861651,0.0007150492,0.008139607,0.0004842163,0.001177759,0.0005444343],"study_design_scores_gemma":[0.003149237,0.001121568,0.9737173,0.00003481104,0.007592198,0.005263715,0.0002569019,0.000919616,0.002643632,0.00001441762,0.00499084,0.0002957953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939777,0.0004462576,0.0003567122,0.0008819653,0.0001211071,0.0001783278,0.00001811548,0.00008447488,0.003935333],"genre_scores_gemma":[0.9963261,0.00006641219,0.0005359393,0.00231523,0.00007592022,0.00001645653,0.0002418028,0.00002321541,0.0003989202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150818,"threshold_uncertainty_score":0.822929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005992001858988489,"score_gpt":0.2339722655905548,"score_spread":0.2279802637315663,"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."}}