{"id":"W3102241214","doi":"10.1136/ijgc-2020-igcs.20","title":"20 Long-term survival outcomes of intravenous vs intraperitoneal chemotherapy in the treatment of advanced ovarian cancer","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sinai Health System; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Ovarian cancer; Chemotherapy; Internal medicine; Serous fluid; Proportional hazards model; Stage (stratigraphy); Oncology; Retrospective cohort study; Surgery; Cancer; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299863,0.0001028984,0.000326773,0.0002419261,0.0002122252,0.000565681,0.0001740552,0.0003241755,0.00148118],"category_scores_gemma":[0.001785583,0.00005985726,0.0007512823,0.0004047343,0.0001919189,0.0003859361,0.0003656988,0.0005539894,0.0001140784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005599673,"about_ca_system_score_gemma":0.0003726034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112952,"about_ca_topic_score_gemma":0.002680185,"domain_scores_codex":[0.9997796,0.00005564945,0.000026193,0.00003084315,0.00003158096,0.00007605935],"domain_scores_gemma":[0.9991822,0.0002678038,0.0002755643,0.0000315619,0.00004701396,0.0001959579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04827775,0.001041242,0.8519697,0.0003756665,0.001161839,0.0004469044,0.0002111301,0.001957955,0.002108433,0.0004383303,0.001668844,0.0903421],"study_design_scores_gemma":[0.001075237,0.008794772,0.9817511,0.0001486175,0.001275388,0.0007066894,0.0003027411,0.001522846,0.0006798545,0.0005329038,0.003182507,0.0000272997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948915,0.003413489,0.00005700651,0.0001518088,0.00004317366,0.00001167597,0.000358234,0.000002873004,0.001070236],"genre_scores_gemma":[0.9983871,0.0006008435,0.00002708549,0.00009116375,0.0000424467,0.000009310245,0.0005774185,0.000001484875,0.00026313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148118,"threshold_uncertainty_score":0.004955053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785718218444149,"score_gpt":0.3520744868968279,"score_spread":0.3142173047123863,"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."}}