{"id":"W4406993451","doi":"10.1161/str.56.suppl_1.wmp85","title":"Abstract WMP85: Site vs Core-lab CT ASPECTS read in the SELECT2 trial – assessment of trial eligibility and EVT treatment effect","year":2025,"lang":"en","type":"article","venue":"Stroke","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Clinical trial; Core (optical fiber); Randomized controlled trial; Nuclear medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02580655,0.0005550669,0.001524188,0.0004935311,0.0003404955,0.001436478,0.0004098334,0.0008967168,0.009135715],"category_scores_gemma":[0.04104029,0.0002084929,0.001899649,0.0007763858,0.0007403148,0.001205903,0.0007594755,0.001261806,0.000938534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004789477,"about_ca_system_score_gemma":0.0007845392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781321,"about_ca_topic_score_gemma":0.0003934409,"domain_scores_codex":[0.9765921,0.01817948,0.001966223,0.001115246,0.00177833,0.0003686799],"domain_scores_gemma":[0.9633503,0.02264903,0.009241518,0.00237206,0.001502921,0.0008841424],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7531971,0.001033742,0.1006803,0.005319876,0.01015602,0.000192052,0.0005539304,0.002416472,0.004843189,0.003439695,0.01870983,0.09945784],"study_design_scores_gemma":[0.2770278,0.1035115,0.518128,0.00286683,0.01819837,0.001217624,0.0006108606,0.01668968,0.01153874,0.01357502,0.03635599,0.0002796118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395052,0.010344,0.01172277,0.002679449,0.000703598,0.005045617,0.008871546,0.000352886,0.02077497],"genre_scores_gemma":[0.9852993,0.0004680416,0.004611813,0.0008423649,0.0003885567,0.005050079,0.001981537,0.00006508841,0.00129319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9741935,"threshold_uncertainty_score":0.1364798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538350565911941,"score_gpt":0.3820322978140915,"score_spread":0.3666487921549721,"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."}}