{"id":"W1964946695","doi":"10.1016/j.ejso.2014.06.016","title":"Variability of Ki67 labeling index in multiple neuroendocrine tumors specimens over the course of the disease","year":2014,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Neuroendocrine tumors; Medicine; Disease; Internal medicine; Pathology; Gastroenterology","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":[0.002067495,0.0001601025,0.0006473758,0.0001137601,0.00004635895,0.000005831341,0.0005104797,0.000005165924,0.0001579363],"category_scores_gemma":[0.002575194,0.00008174126,0.000266314,0.0003576142,0.0006804044,0.00007373703,0.0002822037,0.0009567541,0.000004156475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006766782,"about_ca_system_score_gemma":0.0002716096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000900143,"about_ca_topic_score_gemma":0.000009838782,"domain_scores_codex":[0.9944636,0.003344328,0.001086395,0.0001959096,0.000557608,0.0003521413],"domain_scores_gemma":[0.9959911,0.002267391,0.000707633,0.0004725105,0.0002707555,0.0002906496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006160192,0.002528817,0.944146,0.0001804856,0.00009404738,0.02936453,0.0001290559,0.001974899,0.005728783,0.0005620118,0.0008239972,0.008307121],"study_design_scores_gemma":[0.007056439,0.001645239,0.8760353,0.0001973173,0.00007037324,0.003158012,0.00007608269,0.0007133421,0.0008703969,0.0002085814,0.1098837,0.00008524639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988854,0.0001474663,0.00002368427,0.007120298,0.0002633021,0.0002726673,0.00000817483,0.000005870151,0.003304537],"genre_scores_gemma":[0.9990719,0.0001691285,0.00009904907,0.0002541599,0.0002854686,0.000001194884,6.2339e-7,0.00002631514,0.00009214984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090597,"threshold_uncertainty_score":0.4156674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233943065333508,"score_gpt":0.3184383827314776,"score_spread":0.2950440761981268,"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."}}