{"id":"W2082941670","doi":"10.1007/s12094-014-1251-1","title":"Gestational trophoblastic neoplasia: treatment outcomes from a single institutional experience","year":2014,"lang":"en","type":"article","venue":"Clinical & Translational Oncology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Gestational trophoblastic neoplasia; Obstetrics; Gynecology; Chemotherapy; Surgery","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":[0.0001724754,0.0002821659,0.000732391,0.0001005277,0.00019497,0.00001330006,0.0001061592,0.0001999913,0.001414992],"category_scores_gemma":[0.001285116,0.0002278873,0.0003756,0.0001493184,0.0006560261,0.0001128596,0.00002163193,0.000213434,0.0003904356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420274,"about_ca_system_score_gemma":0.0008003595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000301492,"about_ca_topic_score_gemma":0.00007281761,"domain_scores_codex":[0.9973109,0.000208212,0.00103655,0.000588747,0.0005570611,0.0002984922],"domain_scores_gemma":[0.9948315,0.004118519,0.0001908634,0.0002104152,0.0002897924,0.0003589152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002989792,0.008185746,0.9099043,0.000034179,0.001065975,0.0001893195,0.001039158,0.001961492,0.001017452,0.02938706,0.0007779459,0.04344755],"study_design_scores_gemma":[0.00667806,0.002211088,0.9428011,0.00002843711,0.0003074842,0.00003402584,0.00007481949,0.002817451,0.00001603657,0.005284576,0.03955188,0.0001950243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574584,0.0001243393,0.02264206,0.008978337,0.001173115,0.0004393646,0.0002426327,0.0001044816,0.0088373],"genre_scores_gemma":[0.9716635,0.0000437869,0.02531508,0.001216523,0.0006823355,0.0001405074,0.0005320722,0.00002196488,0.0003842782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04325253,"threshold_uncertainty_score":0.9994978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023392264531789,"score_gpt":0.4064094317211458,"score_spread":0.3040702052679669,"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."}}