{"id":"W3170559790","doi":"10.1002/ccd.29763","title":"Contemporary stents: Tough to get better","year":2021,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Stent; Randomized controlled trial; Key (lock); Surgery; Computer security","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002213318,0.0003848779,0.0008863742,0.0003520841,0.0001378991,0.0001744043,0.0001450811,0.0004679135,0.0009110158],"category_scores_gemma":[0.0001779836,0.0003884032,0.003924036,0.0002827782,0.00007679866,0.00011191,0.0002253677,0.0006803864,0.0001221961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007807693,"about_ca_system_score_gemma":0.0000975744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003245186,"about_ca_topic_score_gemma":0.000001985351,"domain_scores_codex":[0.9975688,0.0002214577,0.0006986369,0.0007262257,0.00048535,0.0002995103],"domain_scores_gemma":[0.9981699,0.00004604198,0.0001136131,0.001076506,0.0004066291,0.0001872985],"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":[0.000013746,0.000203219,0.0006680269,0.001341655,0.003176408,0.001293985,0.0001055351,0.00000932943,0.00003708693,0.00001650002,0.9842227,0.008911777],"study_design_scores_gemma":[0.0009450563,0.000353958,0.00217306,0.003006109,0.001642126,0.000464746,0.0001242833,0.00001783656,0.00007332718,0.00002724253,0.9907741,0.000398145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01891106,0.0531259,0.1844061,0.7150229,0.004845209,0.004575668,0.001897488,0.0005672788,0.01664844],"genre_scores_gemma":[0.09647226,0.001351173,0.002235578,0.8386019,0.004998883,0.0009511586,0.01885468,0.0003400598,0.03619428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1821705,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655423410151841,"score_gpt":0.2890228922692574,"score_spread":0.232468658167739,"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."}}