{"id":"W4401359538","doi":"10.4103/heartindia.heartindia_2_23","title":"Risk factors associated with restenosis in patients with percutaneous coronary intervention","year":2024,"lang":"en","type":"article","venue":"Heart India","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Restenosis; Internal medicine; Stenosis; Cardiology; Diabetes mellitus; Myocardial infarction; Dyslipidemia; Odds ratio; Coronary artery disease; Thrombolysis; Percutaneous coronary intervention; Confidence interval; Angioplasty; Stent; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020348,0.0001451698,0.0002099518,0.0002073088,0.00005315823,0.00003632595,0.00003590312,0.00008265063,0.0003942692],"category_scores_gemma":[0.000120455,0.0001018856,0.00009865948,0.0003114231,0.00004662696,0.00009698121,0.00002235192,0.000293139,0.00003324317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010387,"about_ca_system_score_gemma":0.0000488275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001869324,"about_ca_topic_score_gemma":0.0005623394,"domain_scores_codex":[0.9990014,0.0000645778,0.000228914,0.0002417542,0.0002521881,0.0002111231],"domain_scores_gemma":[0.9994407,0.0002006932,0.00004330666,0.0001635133,0.00006108333,0.00009065346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002326605,0.0007716211,0.9961306,0.00005703501,0.000127686,0.0003749288,0.0003804943,0.0000102775,0.00000350521,0.00001199238,0.0007434935,0.00115573],"study_design_scores_gemma":[0.001146513,0.003379126,0.992406,0.001848202,0.0001723159,0.00006030595,0.0002177931,0.0001168974,0.00001144507,0.00001650466,0.0004974863,0.0001274792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986882,0.000191565,0.00001337623,0.00008566694,0.0001455367,0.000398166,0.0001320025,0.0001008894,0.0002445817],"genre_scores_gemma":[0.9990041,0.00001378964,0.00006308337,0.00004974316,0.00001874936,0.00001533193,0.0004360097,0.00003303092,0.0003661697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724644,"threshold_uncertainty_score":0.4316971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286189656432826,"score_gpt":0.2569267037214589,"score_spread":0.2440648071571306,"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."}}