{"id":"W2759459287","doi":"10.1016/j.jtcvs.2017.09.081","title":"If your hospital has RATS, do not exterminate","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine","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":[0.0004227831,0.0004414965,0.0005043564,0.0003167116,0.002465816,0.001637094,0.0006762494,0.01469196,0.01819962],"category_scores_gemma":[0.00891004,0.0002223137,0.0005552658,0.0002662851,0.001097755,0.001538808,0.000755308,0.01219865,0.007441991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655656,"about_ca_system_score_gemma":0.001758319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893783,"about_ca_topic_score_gemma":0.00869059,"domain_scores_codex":[0.9993767,0.000150073,0.00006804414,0.00008270911,0.0001654799,0.000157035],"domain_scores_gemma":[0.9982456,0.000319473,0.0001652547,0.00005507486,0.000320542,0.0008940362],"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":[0.000107404,0.000131082,0.007413111,0.00007069354,0.00003165696,0.04514628,0.0002864402,0.0001808388,0.0005649713,0.002689122,0.927744,0.01563443],"study_design_scores_gemma":[0.0001984212,0.00024666,0.007280057,0.0006038217,0.00004870206,0.05613121,0.002961097,0.001271985,0.0006668776,0.01615425,0.9143385,0.00009826909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003360376,0.0007253677,0.0002681961,0.9663619,0.01149197,0.00003056119,0.00006917627,0.00005060281,0.01764187],"genre_scores_gemma":[0.05571049,0.002476359,0.001138993,0.8475396,0.02689962,0.00007650194,0.00009951535,0.00008751173,0.06597142],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01819962,"threshold_uncertainty_score":0.06088382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03352843571795201,"score_gpt":0.3017801385965899,"score_spread":0.2682517028786379,"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."}}