{"id":"W2601121006","doi":"10.1200/jco.2012.30.15_suppl.5110","title":"Validation of the predictive value of modeled HCG residual production “P” in low-risk gestational trophoblastic neoplasia (GTN) patients treated in GOG-174 phase III trial.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Clinical endpoint; Internal medicine; Urology; Oncology; Gynecology; Nuclear medicine; Clinical trial","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002374482,0.0001576663,0.001197345,0.0003233879,0.00003677866,0.000002618766,0.000113942,0.0002033476,0.00003190853],"category_scores_gemma":[0.02203293,0.0001054923,0.0002688321,0.0004872476,0.0003112555,0.000209674,0.00004247138,0.0006314037,0.000001928825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777473,"about_ca_system_score_gemma":0.001218674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005373785,"about_ca_topic_score_gemma":0.00001900225,"domain_scores_codex":[0.9943191,0.001234033,0.003255718,0.0001879377,0.0007795923,0.0002235805],"domain_scores_gemma":[0.9926511,0.002702894,0.003225951,0.0001587204,0.001094368,0.0001669887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3561024,0.02715749,0.585807,0.0001234917,0.0005710235,0.00002114867,0.001242116,0.02489317,0.0003533432,0.0001341136,0.0006425743,0.002952153],"study_design_scores_gemma":[0.1156159,0.01104931,0.8693848,0.0003179066,0.0006409737,0.000010726,0.0002538018,0.001461029,0.0006230393,0.0005512201,0.00002138137,0.00006997218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996821,0.00006979518,0.0001017124,0.0004579891,0.001405308,0.0008567524,0.00004779599,0.000003692187,0.0002359701],"genre_scores_gemma":[0.9984421,0.0001093298,0.0006813706,0.00004067818,0.0006164997,0.00002201882,0.00001934447,0.00001435534,0.00005436111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2835778,"threshold_uncertainty_score":0.9862049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05487770617768181,"score_gpt":0.4075386201721801,"score_spread":0.3526609139944983,"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."}}