{"id":"W6889078577","doi":"10.25373/ctsnet.11977722","title":"CABG: The Gold Standard or Is There Room to Excel?","year":2020,"lang":"en","type":"other","venue":"CTSNet | The Cardiothoracic Surgery Network","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disclaimer; Gold standard (test); Bypass grafting; Coronary artery bypass surgery; New england; Medical school; University hospital","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003448342,0.000375021,0.0004732907,0.001081032,0.0006041846,0.003349964,0.0006826548,0.001499731,0.1286339],"category_scores_gemma":[0.01010906,0.000156268,0.0003671427,0.000982321,0.001124973,0.003605946,0.0009015765,0.0028325,0.04891306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347638,"about_ca_system_score_gemma":0.002616948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875719,"about_ca_topic_score_gemma":0.005805792,"domain_scores_codex":[0.9990526,0.0002791401,0.00008825785,0.00009953368,0.0003534776,0.0001270383],"domain_scores_gemma":[0.9950809,0.001222889,0.0005064973,0.0002347871,0.001085018,0.001869808],"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":[0.00008926016,0.00001418716,0.0003120779,0.0001215585,0.00000285164,0.00003826501,0.00001442039,0.00002534146,0.00006404103,0.006487408,0.8949372,0.09789335],"study_design_scores_gemma":[0.00005985003,0.00003168279,0.001307903,0.001448119,0.000008482762,0.0002146087,0.0001301552,0.00009434229,0.0001111102,0.008636589,0.987945,0.00001224817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002179735,0.03180495,0.001645807,0.508778,0.05883767,0.00006107286,0.003329076,0.0004351115,0.3929286],"genre_scores_gemma":[0.05547056,0.08501936,0.006945642,0.2797968,0.0573711,0.0002835181,0.007703662,0.001955603,0.5054538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1286339,"threshold_uncertainty_score":0.4303232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947332488894837,"score_gpt":0.2878107757455398,"score_spread":0.2483374508565915,"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."}}