{"id":"W2331564138","doi":"10.1097/igc.0b013e31828a0623","title":"Hemoglobin Level in Cervical Cancer","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Cervical cancer; Hemoglobin; Oncology; Cancer; 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":[0.0001601195,0.000145191,0.0004228232,0.0002299916,0.00001810429,0.00003462501,0.0002884263,0.0001299093,0.02399141],"category_scores_gemma":[0.0003546629,0.00009303141,0.0002078231,0.0002623709,0.0000639346,0.0001902097,0.00007019519,0.0003728638,0.00007525843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009718692,"about_ca_system_score_gemma":0.0002614296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264003,"about_ca_topic_score_gemma":0.0003205135,"domain_scores_codex":[0.9982738,0.00003452956,0.0006020748,0.0001706779,0.0006769868,0.0002418755],"domain_scores_gemma":[0.9984983,0.0002364464,0.0002382144,0.00007524914,0.0007287623,0.0002230826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001288875,0.001087887,0.7802879,0.00002293274,0.0005082386,0.0006502704,0.00008083073,0.0001618941,0.003015968,0.0002868536,0.005179045,0.2074293],"study_design_scores_gemma":[0.005990964,0.0005031162,0.9821046,0.0001406034,0.00005530145,0.0001029393,0.00004640192,0.0000717872,0.0015216,0.001459393,0.00788767,0.000115616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729533,0.001750844,0.0000452801,0.02090271,0.001697594,0.0002327617,0.0000274187,0.00001117347,0.002378926],"genre_scores_gemma":[0.9921056,0.001108338,0.0004829017,0.00455382,0.000871199,0.00008938019,0.000003620805,0.00001083558,0.0007742943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073137,"threshold_uncertainty_score":0.9769008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121036663394259,"score_gpt":0.3618763636395027,"score_spread":0.3006659970055601,"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."}}