{"id":"W3211093299","doi":"10.1136/ijgc-2021-002571","title":"Gallstone mimicking metastatic cervical cancer","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Cervical cancer; Cervix; Positron emission tomography; Radiology; Stage (stratigraphy); Laparoscopic cholecystectomy; General surgery; Computed tomography; Cervical carcinoma; Cancer; Gynecology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001819084,0.0001243741,0.0003597048,0.0000980546,0.00003109022,0.0000383931,0.0002088313,0.00006858994,0.01505719],"category_scores_gemma":[0.0004931359,0.0000881656,0.0002658755,0.0001426732,0.00007422778,0.0001101304,0.00006791506,0.000365209,0.00001447774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969666,"about_ca_system_score_gemma":0.0006232815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005274831,"about_ca_topic_score_gemma":0.0001654202,"domain_scores_codex":[0.9983979,0.00006024164,0.0004791624,0.0001676665,0.0006972944,0.000197681],"domain_scores_gemma":[0.9979671,0.0001769962,0.00023046,0.00008156273,0.001379967,0.0001639514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00264211,0.004255719,0.6114845,0.000204976,0.006830554,0.01695314,0.0009603596,0.001925475,0.09736135,0.001796122,0.03422974,0.221356],"study_design_scores_gemma":[0.007586369,0.0007257686,0.8628066,0.0004808682,0.0008340207,0.003092395,0.0009337639,0.0004107484,0.01565496,0.002425029,0.1046436,0.0004059112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553064,0.005437578,0.0003495643,0.03392383,0.002467425,0.00009277823,0.00002281544,0.00001593799,0.002383676],"genre_scores_gemma":[0.9885216,0.002231075,0.001254329,0.006655295,0.000646625,0.00001376981,0.000007525416,0.00001212399,0.0006576201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513221,"threshold_uncertainty_score":0.9858432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022523056414111,"score_gpt":0.3650701926784585,"score_spread":0.3248449621143174,"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."}}