{"id":"W2802164508","doi":"10.1097/pgp.0000000000000514","title":"Insufficient and Scant Endometrial Samples: Determining Clinicopathologic Outcomes and Consistency in Reporting","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Malignancy; Biopsy; Context (archaeology); Sampling (signal processing); Retrospective cohort study; Gynecology; Obstetrics; Surgery; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09313457,0.0004755727,0.0009469918,0.008530999,0.00130828,0.002418418,0.001667039,0.0009198472,0.0007200928],"category_scores_gemma":[0.2000071,0.0008412684,0.001240763,0.003785695,0.002367782,0.002242024,0.004118064,0.0007563535,0.0002787604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162573,"about_ca_system_score_gemma":0.001369716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368581,"about_ca_topic_score_gemma":0.003131808,"domain_scores_codex":[0.9051838,0.04274758,0.02885149,0.006739718,0.0142312,0.002246244],"domain_scores_gemma":[0.7597419,0.09469255,0.08392134,0.02215596,0.03643591,0.003052406],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002250739,0.00002081191,0.9929851,0.00007580211,0.0001131253,0.0001270145,0.001371439,0.00008856731,0.0003179849,0.00006380999,0.0001567413,0.004454587],"study_design_scores_gemma":[0.00004821052,0.0006789116,0.9833409,0.000305334,0.0002293394,0.003091839,0.005186346,0.001878617,0.002662882,0.0005402317,0.001961128,0.00007624415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897405,0.001775705,0.005205696,0.0002634446,0.00007207817,0.0003601469,0.0004788356,0.0000481203,0.002055432],"genre_scores_gemma":[0.992413,0.0002995696,0.00609935,0.0001024617,0.00005241191,0.0002089831,0.0006706668,0.00002876533,0.0001248038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9068654,"threshold_uncertainty_score":0.4925486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09446493750572646,"score_gpt":0.3958763279415853,"score_spread":0.3014113904358589,"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."}}