{"id":"W4378573611","doi":"10.14740/cr1466","title":"Baseline Electrocardiographic Abnormalities in Pre-Treatment Cancer Compared With Non-Cancer Patients: A Propensity Score Analysis","year":2023,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rush University","keywords":"Medicine; Propensity score matching; Internal medicine; Cardiology; Baseline (sea); Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283273,0.0002209632,0.001177186,0.001388263,0.0001689494,0.00002277751,0.0001228774,0.0001884475,0.00003838294],"category_scores_gemma":[0.00006632167,0.0001628956,0.0003449312,0.004733417,0.0003556172,0.00008376637,0.00005658278,0.0004820103,0.00001331516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571868,"about_ca_system_score_gemma":0.0004585444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262605,"about_ca_topic_score_gemma":0.001658734,"domain_scores_codex":[0.9971847,0.0005766493,0.0002859271,0.0005889991,0.0005892073,0.0007745037],"domain_scores_gemma":[0.9984109,0.0001899829,0.00005212407,0.0004710676,0.0007129865,0.0001628924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355285,0.00008922978,0.9808127,0.00008010357,0.003546393,0.000118972,0.0006748913,0.002395568,0.008391245,0.000004749795,0.000721036,0.001809802],"study_design_scores_gemma":[0.003407019,0.0007774372,0.975774,0.0001247072,0.0005810352,0.00001199413,0.0001713564,0.0008129961,0.01754499,0.00001767536,0.0006023639,0.0001743522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996358,0.000623622,0.00008238549,0.000553437,0.00005547607,0.001554776,0.000066316,0.00008090802,0.0006251032],"genre_scores_gemma":[0.9939693,0.003203283,0.00001288428,0.0001032844,0.0002682089,0.001389382,0.0004151676,0.00002902465,0.0006094623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009153742,"threshold_uncertainty_score":0.6642688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09110331047321184,"score_gpt":0.3755654519240154,"score_spread":0.2844621414508035,"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."}}