{"id":"W4250589562","doi":"10.1016/j.jtcvs.2010.10.027","title":"Discussion","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"School of Medicine, New York University; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; York University","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002062084,0.0002231151,0.0002196518,0.0006718814,0.00101669,0.001991125,0.0009841622,0.001723497,0.08859791],"category_scores_gemma":[0.007802389,0.00008091484,0.0004192534,0.0005854844,0.0009015116,0.001374152,0.0009835205,0.001272474,0.01069873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210302,"about_ca_system_score_gemma":0.001064986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056546,"about_ca_topic_score_gemma":0.002442765,"domain_scores_codex":[0.9987237,0.0003084078,0.00007092337,0.0002597317,0.000394957,0.0002422808],"domain_scores_gemma":[0.9967061,0.001523582,0.0002602696,0.0002728812,0.0009073847,0.0003298089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00133096,0.0003757406,0.07887805,0.001700696,0.0001188778,0.01288894,0.004343963,0.0005252138,0.006036274,0.0968454,0.258732,0.5382239],"study_design_scores_gemma":[0.0000526152,0.00014811,0.01680592,0.0006120279,0.00003991333,0.01212678,0.003847336,0.0001607869,0.002711985,0.0130414,0.950435,0.00001807772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1106006,0.02146514,0.01477883,0.1756991,0.01239061,0.0003607784,0.003597709,0.000568996,0.6605382],"genre_scores_gemma":[0.6408272,0.01017231,0.006759936,0.108293,0.008129364,0.0003287398,0.002686346,0.0002579582,0.2225452],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08859791,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06388779136500167,"score_gpt":0.3101708141909144,"score_spread":0.2462830228259127,"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."}}