{"id":"W2405351421","doi":"","title":"Lesion characteristics and coronary stent selection with computed tomographic coronary angiography: a pilot investigation comparing CTA, QCA and IVUS.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Intravascular ultrasound; Stent; Percutaneous coronary intervention; Radiology; Lesion; Conventional PCI; Computed tomographic angiography; Angiography; Target lesion; Angioplasty; Coronary angiography; Cardiology; Myocardial infarction; Surgery","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":[0.0001853528,0.0001950118,0.000278022,0.0003014938,0.0001711792,0.00005604465,0.00004616876,0.00007979933,0.00001528667],"category_scores_gemma":[0.00003884751,0.0001716821,0.0000688322,0.0003305111,0.0002365198,0.000147984,0.00006357467,0.0003033585,0.000001128254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002167256,"about_ca_system_score_gemma":0.00002598759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014538,"about_ca_topic_score_gemma":0.0003181814,"domain_scores_codex":[0.9988881,0.00003796909,0.0002774807,0.0003263339,0.000197191,0.0002729215],"domain_scores_gemma":[0.9991741,0.00008841906,0.0001269355,0.0001654188,0.0001429396,0.0003021568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004392556,0.0002560491,0.9575001,0.0001184665,0.0001137719,0.00003190431,0.00005149025,0.000001860655,0.0008751158,0.0001460729,0.000164781,0.04030113],"study_design_scores_gemma":[0.001833223,0.000901089,0.9935113,0.0001164632,0.0002732549,0.0006103488,0.00003533779,0.002026617,0.0001093221,0.00008673758,0.0003066568,0.0001896636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974341,0.0002764884,0.0002846093,0.0005214699,0.0002521405,0.001000209,0.00001435329,0.0001234887,0.00009316106],"genre_scores_gemma":[0.9979446,0.00009463486,0.001091511,0.0002154391,0.0001332487,0.0002743703,0.0001682676,0.00002533,0.00005262177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04011147,"threshold_uncertainty_score":0.7000993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162853833489447,"score_gpt":0.2279685281043064,"score_spread":0.196339989769412,"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."}}