{"id":"W3156938470","doi":"10.1016/j.xjon.2021.04.004","title":"Commentary: Surgery postponed, reason unclear","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Open","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; History; Political science","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":[0.002281118,0.001053254,0.001403208,0.0007647389,0.002534388,0.002032875,0.003269968,0.0513699,0.02985926],"category_scores_gemma":[0.03053825,0.0007654568,0.001627721,0.0006747855,0.001994903,0.0039684,0.001294229,0.03281777,0.01398548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004452096,"about_ca_system_score_gemma":0.00581959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006187082,"about_ca_topic_score_gemma":0.00545942,"domain_scores_codex":[0.9977769,0.0006047607,0.0003019178,0.0003033738,0.0006215674,0.0003914901],"domain_scores_gemma":[0.989727,0.004741317,0.000680765,0.000300815,0.002899224,0.001650881],"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":[0.00005023603,0.000009697197,0.0001360491,0.0001393203,0.00001060565,0.001013328,0.00003790282,0.00002902598,0.00005410803,0.0005748902,0.9953901,0.002554723],"study_design_scores_gemma":[0.0002136499,0.00008141992,0.001248847,0.001226419,0.00005855069,0.00383093,0.0005152369,0.0001471237,0.0002759706,0.003442088,0.9888844,0.00007524405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004485375,0.002005474,0.00006799887,0.8563985,0.1366727,0.0000497832,0.0001792434,0.00004619684,0.004131508],"genre_scores_gemma":[0.003997985,0.00179958,0.0001076703,0.8660539,0.1184573,0.00007619384,0.00008597723,0.0000324715,0.009388901],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0513699,"threshold_uncertainty_score":0.0998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06379069600789962,"score_gpt":0.4166512407710351,"score_spread":0.3528605447631355,"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."}}