{"id":"W4388495257","doi":"10.1136/ijgc-2023-igcs.300","title":"EP222/#246  Quantifying platinum sensitivity as a marker for response to PARP inhibition in patients with advanced ovarian cancer","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Oncology; Internal medicine; Debulking; Ovarian cancer; PARP inhibitor; Proportional hazards model; Progression-free survival; Chemotherapy; Cancer; Multivariate analysis; Log-rank test; Retrospective cohort study; Cohort; Poly ADP ribose polymerase; Biology","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":[0.0004761603,0.0002211307,0.0003351002,0.0007149561,0.0001663927,0.0007158322,0.0002223067,0.0004418392,0.002227414],"category_scores_gemma":[0.001325364,0.0001238293,0.0002300825,0.0006458594,0.0001545995,0.0002721188,0.0002139087,0.0004596265,0.0006023808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063234,"about_ca_system_score_gemma":0.0001589762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245046,"about_ca_topic_score_gemma":0.001105329,"domain_scores_codex":[0.999744,0.00005401006,0.00002465047,0.00004946288,0.00008225911,0.00004556569],"domain_scores_gemma":[0.999551,0.0001506218,0.0001316779,0.00002920489,0.00007486119,0.00006266899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004023195,0.0002334249,0.9327016,0.0001132732,0.0001783384,0.001032063,0.00007003421,0.0006525246,0.02098978,0.0001656778,0.001975011,0.03786507],"study_design_scores_gemma":[0.0000828507,0.00116962,0.9791533,0.00002094005,0.0001370651,0.002951251,0.0001169274,0.002063899,0.01074663,0.0001767013,0.003364767,0.00001596382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936004,0.001248805,0.0003399673,0.0001600661,0.00003094465,0.00003363572,0.001190073,0.00003421444,0.00336201],"genre_scores_gemma":[0.9959959,0.0002631141,0.0004796375,0.000144003,0.00002885646,0.00003124138,0.001091357,0.00001001558,0.001955957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002227414,"threshold_uncertainty_score":0.007451475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336273576673604,"score_gpt":0.3839761170429713,"score_spread":0.3406133812762352,"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."}}