{"id":"W3196900112","doi":"10.1016/j.jtcvs.2021.08.068","title":"Commentary: To boldy go","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Surgery; Dissection (medical); Angioplasty; Radiology","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":[0.01233725,0.001518548,0.003976665,0.001861794,0.01060233,0.008641616,0.005623518,0.1336234,0.02092415],"category_scores_gemma":[0.081229,0.001858928,0.002598282,0.00211507,0.005189858,0.006007866,0.005147546,0.08759646,0.01761812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009805112,"about_ca_system_score_gemma":0.02087545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246057,"about_ca_topic_score_gemma":0.0411148,"domain_scores_codex":[0.9884489,0.003050067,0.001523793,0.001585075,0.002984107,0.002408068],"domain_scores_gemma":[0.9539121,0.02422356,0.002767787,0.001381658,0.007195488,0.01051934],"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":[0.00003025236,0.00001075,0.0002521322,0.00003988132,0.00001617596,0.0004275971,0.0001036163,0.00001516209,0.00003172117,0.0007634264,0.9968978,0.00141138],"study_design_scores_gemma":[0.0001957279,0.00005713851,0.001710959,0.0009149602,0.0001067258,0.0008217936,0.001035686,0.0002494418,0.0001383505,0.005973469,0.9886804,0.0001154445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001439997,0.0005170492,0.0000317387,0.959776,0.03807428,0.00001494565,0.00006991479,0.00001490899,0.00135722],"genre_scores_gemma":[0.0006682496,0.0002601699,0.00005874646,0.9688483,0.024585,0.00004641572,0.0000268956,0.00001614808,0.005489867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1336234,"threshold_uncertainty_score":0.07114142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764335026030888,"score_gpt":0.2895951733509887,"score_spread":0.2619518230906798,"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."}}