{"id":"W4379600567","doi":"10.1007/s00062-023-01301-2","title":"What is a Challenging Clot?","year":2023,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Certainty; Medicine; Delphi method; Scale (ratio); Medical physics; Radiology; Surgery; Computer science; Artificial intelligence; Mathematics; Cartography","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":[0.002593533,0.001047878,0.002187558,0.004917041,0.003757964,0.01043516,0.001814204,0.009869864,0.01090286],"category_scores_gemma":[0.04196519,0.0006196136,0.0008942198,0.002886986,0.003940317,0.01070508,0.002012309,0.008092138,0.004649488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554954,"about_ca_system_score_gemma":0.005051876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378529,"about_ca_topic_score_gemma":0.003623256,"domain_scores_codex":[0.9971747,0.0005712375,0.0005062597,0.0002977615,0.0008241917,0.0006257981],"domain_scores_gemma":[0.9875025,0.004469741,0.002338667,0.0003625721,0.002663543,0.002663073],"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":[0.0005046698,0.0004380284,0.08088223,0.002122141,0.0002291285,0.2186764,0.002549855,0.0005945718,0.0006173159,0.03386179,0.336822,0.3227018],"study_design_scores_gemma":[0.0002190084,0.0002694803,0.03170784,0.01162744,0.0003603441,0.5129156,0.0205163,0.001553436,0.000967018,0.180711,0.2387874,0.0003651934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05641927,0.1291331,0.006492145,0.690233,0.02356079,0.0002678606,0.0008019971,0.0002655172,0.09282631],"genre_scores_gemma":[0.5635189,0.1371699,0.01181515,0.1253273,0.1459696,0.0002620471,0.0012446,0.000377923,0.01431446],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01090286,"threshold_uncertainty_score":0.03647369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039109541214843,"score_gpt":0.4095375836912726,"score_spread":0.3056266295697883,"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."}}