{"id":"W3152307876","doi":"10.1016/j.athoracsur.2021.03.069","title":"Prognostic Significance of Pulmonary Multifocal Neuroendocrine Proliferation With Typical Carcinoid","year":2021,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Propensity score matching; Internal medicine; Logistic regression; Odds ratio; Gastroenterology; Respiratory disease; Asthma; Surgery; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003259032,0.0001723483,0.0005375402,0.0001290233,0.00005542348,0.00001138837,0.0001327379,0.000007535084,0.00007097028],"category_scores_gemma":[0.002140958,0.0001102454,0.0001635274,0.0006074347,0.0003301461,0.0001274945,0.00008749437,0.0002917862,0.0000080334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007571913,"about_ca_system_score_gemma":0.0003955384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001363686,"about_ca_topic_score_gemma":0.000008060717,"domain_scores_codex":[0.9977182,0.0004098768,0.0004682174,0.0003146192,0.000683585,0.0004055722],"domain_scores_gemma":[0.9969839,0.001369015,0.0002051301,0.0005853671,0.0007063124,0.0001502774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02421843,0.002204583,0.7178041,0.003065852,0.0002595797,0.0229862,0.00008086578,0.0002820683,0.1673807,0.0001200082,0.002996473,0.05860113],"study_design_scores_gemma":[0.0001161566,0.000294219,0.1179161,0.0003366067,0.00006737556,0.003639629,0.0001102565,0.0005326322,0.8758885,0.0001160813,0.0008626767,0.0001198172],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880825,0.001181972,0.00005704348,0.009743917,0.0000677306,0.0005631385,0.00001627723,0.00003806585,0.0002493731],"genre_scores_gemma":[0.9983186,0.0003273886,0.0002256117,0.0003559767,0.0001065069,0.00006910391,0.00003040609,0.0000328237,0.0005336383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7085078,"threshold_uncertainty_score":0.4495677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09421976319999131,"score_gpt":0.3844025980096243,"score_spread":0.290182834809633,"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."}}