{"id":"W4403251129","doi":"10.1016/j.ygyno.2024.07.406","title":"Use of individualized starting dose and niraparib hematologic adverse event management costs in ovarian cancer","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Research in Immunology and Cancer; University of British Columbia","funders":"","keywords":"Medicine; Adverse effect; Ovarian cancer; Oncology; Internal medicine; Cancer","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":[0.0008461661,0.0001744447,0.0004391067,0.0005072697,0.0002744992,0.0007451752,0.0004051646,0.0002717219,0.00408839],"category_scores_gemma":[0.006075751,0.000134602,0.0007761499,0.0005854855,0.0001334755,0.0004634022,0.0003979287,0.0009040052,0.0002551025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295237,"about_ca_system_score_gemma":0.002133077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801135,"about_ca_topic_score_gemma":0.00570664,"domain_scores_codex":[0.9990882,0.0003469767,0.0001044376,0.00009688897,0.0002459333,0.000117597],"domain_scores_gemma":[0.9978477,0.0008481315,0.000730784,0.0001120684,0.0001690757,0.0002923577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006945709,0.001737927,0.2634957,0.000448432,0.0009527403,0.0005910004,0.0001285553,0.01519244,0.002659274,0.001898844,0.01032304,0.6956263],"study_design_scores_gemma":[0.0006000774,0.004555754,0.9415711,0.000399352,0.0009530783,0.002314014,0.0003121986,0.01785692,0.003200425,0.002683236,0.02550001,0.00005395871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497758,0.01436784,0.003764912,0.005012119,0.0002450778,0.0002957974,0.001351084,0.0001657637,0.02502166],"genre_scores_gemma":[0.9948786,0.001336812,0.001958746,0.000444323,0.00007486382,0.00005817842,0.0004164213,0.00002160637,0.0008103889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00408839,"threshold_uncertainty_score":0.01665324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06224740079123064,"score_gpt":0.3838646518758335,"score_spread":0.3216172510846029,"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."}}