{"id":"W2611440705","doi":"10.1016/j.jtcvs.2017.04.050","title":"All that glitters is not gold—but it may be silver","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Mode (computer interface); Business; Computer science; Human–computer interaction","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":[0.003108976,0.0007857315,0.001201385,0.0004424367,0.004598997,0.004320178,0.0009191486,0.03204753,0.005974182],"category_scores_gemma":[0.02876822,0.000348416,0.0009783733,0.0003032716,0.006184635,0.004957731,0.002404433,0.0449164,0.004141773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221654,"about_ca_system_score_gemma":0.002089818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132936,"about_ca_topic_score_gemma":0.002449641,"domain_scores_codex":[0.9971092,0.0009994038,0.0002916074,0.000333432,0.0009145603,0.000351817],"domain_scores_gemma":[0.9910637,0.005653063,0.0005734941,0.0004425181,0.001154815,0.001112419],"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":[0.00004408584,0.00005048199,0.0007478035,0.0001125178,0.00003915769,0.006979914,0.0004914209,0.00007230301,0.0003505003,0.01645806,0.9543681,0.02028576],"study_design_scores_gemma":[0.00006780735,0.00008471466,0.0004476822,0.0004905612,0.00003527746,0.009376665,0.001341218,0.0001881823,0.0002117993,0.05383468,0.9338587,0.00006272697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003453043,0.002660843,0.0001559807,0.9709089,0.02275724,0.000003854647,0.000005317961,0.00001680875,0.003145827],"genre_scores_gemma":[0.006431135,0.00177773,0.0002663934,0.9348292,0.04786858,0.00001134427,0.000007842387,0.00002360613,0.008784152],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03204753,"threshold_uncertainty_score":0.01998562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06293277051917133,"score_gpt":0.3064247412711081,"score_spread":0.2434919707519367,"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."}}