{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006729051,0.0004274385,0.0003980034,0.003038742,0.001958706,0.001253124,0.0007887403,0.000346004,0.001440809],"category_scores_gemma":[0.002743815,0.0006140976,0.0004271228,0.007026911,0.0006223978,0.0004596011,0.001147433,0.0006361936,0.0002577723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673046,"about_ca_system_score_gemma":0.00952824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8931314,"about_ca_topic_score_gemma":0.9411198,"domain_scores_codex":[0.999301,0.000275699,0.0000626029,0.00007247245,0.00009551759,0.0001926774],"domain_scores_gemma":[0.9987763,0.0002378494,0.0002447649,0.00008901412,0.0004080629,0.0002441026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002295903,0.0001027952,0.9912269,0.0001418611,0.0001816423,0.0002876167,0.002164202,0.00007420802,0.0009721672,0.0002779603,0.0004959918,0.003845029],"study_design_scores_gemma":[0.00003949784,0.0001145524,0.9927874,0.0001117509,0.000219346,0.0001411015,0.004445014,0.00006589057,0.0002952332,0.00007032701,0.00169858,0.00001127008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907587,0.002663886,0.0001641953,0.0003386328,0.00001622801,0.00009492306,0.00285459,0.0000110893,0.003097792],"genre_scores_gemma":[0.9935434,0.003156987,0.0002579189,0.0002018845,0.00001019624,0.0001077466,0.001011161,0.000006590475,0.001704104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068686,"threshold_uncertainty_score":0.2149959,"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."}}