{"id":"W4230506098","doi":"10.1016/j.athoracsur.2006.05.089","title":"Invited commentary","year":2006,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Restenosis; Stenosis; Stent; Surgery; Artery; Vein; Angioplasty; Cardiology; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008487466,0.00160066,0.002917984,0.001390363,0.008548241,0.009752931,0.004266087,0.1235488,0.02470223],"category_scores_gemma":[0.0644973,0.001312184,0.002915248,0.001099654,0.003396812,0.004085582,0.004161659,0.06542152,0.018634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009375015,"about_ca_system_score_gemma":0.01053934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038042,"about_ca_topic_score_gemma":0.01739817,"domain_scores_codex":[0.9896059,0.002601776,0.0008781538,0.001368924,0.003306892,0.002238251],"domain_scores_gemma":[0.9782023,0.01009703,0.001641188,0.0006827496,0.005163622,0.004213069],"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":[0.00001876096,0.000005616218,0.00008590298,0.00003206285,0.000008060474,0.0003598372,0.00006846432,0.00001293286,0.00002417684,0.0006316942,0.9973317,0.001420671],"study_design_scores_gemma":[0.00008323652,0.00002526133,0.000523534,0.0003824377,0.00004683729,0.0006831962,0.0003563936,0.00009801217,0.0001019841,0.002606089,0.9950525,0.00004042485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001513762,0.001293903,0.00004148429,0.9098358,0.08358104,0.00001869695,0.00004828876,0.00002130124,0.00500809],"genre_scores_gemma":[0.001048069,0.000447393,0.00004961461,0.9524913,0.03306678,0.00003324842,0.00002085556,0.00001816693,0.01282462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1235488,"threshold_uncertainty_score":0.08263719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445923877913068,"score_gpt":0.3963091061896677,"score_spread":0.2517167183983609,"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."}}