{"id":"W2886197649","doi":"10.1097/igc.0000000000001347","title":"Low-Risk Gestational Trophoblastic Neoplasia in Manitoba","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Gestational trophoblastic neoplasia; Methotrexate; Dactinomycin; Obstetrics; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002099227,0.0001469318,0.0003038995,0.0002850562,0.00004720173,0.00002731495,0.0002198877,0.00007027925,0.002523853],"category_scores_gemma":[0.00216262,0.0001096497,0.0001440542,0.0001742806,0.0002530215,0.0001287668,0.00005931224,0.0003170875,0.00009769321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563866,"about_ca_system_score_gemma":0.0004378457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004555641,"about_ca_topic_score_gemma":0.0003468505,"domain_scores_codex":[0.9980786,0.0000640584,0.0006095149,0.0001812025,0.00085807,0.0002085132],"domain_scores_gemma":[0.9970846,0.0006413297,0.0003893069,0.00006714812,0.001661997,0.0001556864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005942351,0.001752195,0.9468433,0.00004134756,0.0009849119,0.002624762,0.0004725789,0.001949946,0.002560555,0.001737732,0.007597335,0.02749299],"study_design_scores_gemma":[0.002852323,0.0009854949,0.9902303,0.0001729785,0.00008640123,0.0001862956,0.0002269761,0.0003988672,0.0002844293,0.002349565,0.002120821,0.0001056124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933303,0.0002009499,0.0006924095,0.00241019,0.001776584,0.000126381,0.00005176839,0.00001184012,0.001399564],"genre_scores_gemma":[0.9952148,0.000357725,0.002013876,0.0009093687,0.001327906,0.00001913681,0.000006068496,0.00001245246,0.0001386241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04338694,"threshold_uncertainty_score":0.998388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785775449673799,"score_gpt":0.3137533596009284,"score_spread":0.2958956051041904,"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."}}