{"id":"W320946686","doi":"","title":"Evolution of Thoracic Surgery in Canada","year":2014,"lang":"es","type":"article","venue":"Neumología y cirugía de tórax","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; General surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006433153,0.0002889346,0.0008547747,0.0002522651,0.00004590968,0.00001309535,0.0001430993,0.0001762304,0.0001958453],"category_scores_gemma":[0.0003418113,0.0002708072,0.0001602698,0.000426096,0.00009238009,0.00006107626,0.00004986437,0.0002783921,0.00003398784],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005669361,"about_ca_system_score_gemma":0.004979654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9155574,"about_ca_topic_score_gemma":0.7519352,"domain_scores_codex":[0.9975063,0.0003580532,0.0006513873,0.0004393693,0.0004028346,0.0006420408],"domain_scores_gemma":[0.9978882,0.0009573135,0.0002894616,0.0005434084,0.0000957509,0.0002258484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414869,0.0002786956,0.9697333,0.0007252154,0.00009482127,0.0001606936,0.00008610474,0.0001606312,0.0004682881,0.0007991882,0.004674953,0.02267663],"study_design_scores_gemma":[0.000495048,0.0001877464,0.9849621,0.001335692,0.0002482659,0.0000428989,0.0001451143,0.0007541366,0.006513766,0.0002754644,0.004807687,0.000232073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892157,0.004162431,0.00002871176,0.001830031,0.000827786,0.0003266617,0.00003794248,0.00002072869,0.003550035],"genre_scores_gemma":[0.9981593,0.0007954531,0.00005262959,0.0004809985,0.000279922,0.00006225198,0.00002599193,0.00003831887,0.0001051572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636222,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090263922062717,"score_gpt":0.2685282183432821,"score_spread":0.2576255791226549,"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."}}