{"id":"W4385297586","doi":"10.1016/j.jacadv.2023.100449","title":"Another Step Toward Early Ischemia Detection?","year":2023,"lang":"en","type":"editorial","venue":"JACC Advances","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Biosense Webster; Boston Scientific Corporation","keywords":"Ischemia; Computer science; Medicine; Cardiology","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":[0.01116804,0.00489233,0.00630963,0.005513171,0.003876999,0.009621709,0.004613753,0.03102503,0.03086582],"category_scores_gemma":[0.04460989,0.001701846,0.004621764,0.002650816,0.002460879,0.005065758,0.002035578,0.03403545,0.02355854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004297117,"about_ca_system_score_gemma":0.007186361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627113,"about_ca_topic_score_gemma":0.01275486,"domain_scores_codex":[0.9927157,0.001688998,0.001004141,0.000682434,0.003345292,0.000563495],"domain_scores_gemma":[0.9609295,0.01552095,0.002329173,0.001009242,0.01453467,0.005676457],"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":[0.00002540304,0.000008632983,0.0000184581,0.0002047721,0.00002100813,0.00005111028,0.000003358007,0.00001631669,0.00001503758,0.0001905308,0.994599,0.004846474],"study_design_scores_gemma":[0.0004146287,0.00005820851,0.0004922638,0.001708438,0.0003173684,0.0002597279,0.00003798603,0.0003819181,0.00009569452,0.002283816,0.9938974,0.00005246283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000191329,0.004731232,0.0001270505,0.05991061,0.9322327,0.00004053438,0.0000842888,0.00007074109,0.002783704],"genre_scores_gemma":[0.000237462,0.003104371,0.0001646936,0.03958401,0.9535489,0.00003331741,0.00004280212,0.00003240408,0.003252006],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03102503,"threshold_uncertainty_score":0.1032565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101805613796399,"score_gpt":0.2897780241517776,"score_spread":0.2787599680138136,"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."}}