{"id":"W4377087668","doi":"10.24875/rccare.m23000011","title":"Culprit lesion: what to do with it? Is intervention always necessary?","year":2023,"lang":"en","type":"article","venue":"Revista Colombiana de Cardiología (English Edition)","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Culprit; Lesion; Medicine; Internal medicine; Pathology","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":[0.0006700934,0.0002854468,0.0007747968,0.0001982017,0.0001796711,0.000293356,0.0001960898,0.0002895738,0.0005965917],"category_scores_gemma":[0.002173182,0.0002368296,0.0003530124,0.001005562,0.0001370681,0.0003609191,0.0001248127,0.0003421381,0.0005387311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165556,"about_ca_system_score_gemma":0.0001195578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009228154,"about_ca_topic_score_gemma":0.000004931133,"domain_scores_codex":[0.997741,0.0001711899,0.0004757597,0.0006008559,0.0004320808,0.0005790546],"domain_scores_gemma":[0.997892,0.0004166763,0.0001113055,0.0005334323,0.00057746,0.0004691479],"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":[0.000236875,0.0001625937,0.01780224,0.000436588,0.0001733485,0.0007192038,0.0004970976,0.00004558837,0.0000203871,0.002980476,0.9694413,0.007484277],"study_design_scores_gemma":[0.003109037,0.002499038,0.08706185,0.003801973,0.0004956157,0.0002277236,0.01035727,0.0001219102,0.0002253159,0.001175152,0.8901975,0.0007276466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891768,0.006292282,0.009816229,0.04971995,0.003380885,0.004434509,0.000412387,0.001752652,0.03242312],"genre_scores_gemma":[0.983777,0.003705295,0.0005135655,0.008809941,0.001300906,0.0003472184,0.0007992038,0.0000566667,0.0006902423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09200898,"threshold_uncertainty_score":0.965763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246210392977355,"score_gpt":0.2957960675923335,"score_spread":0.271175028294598,"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."}}