{"id":"W3012991619","doi":"10.2217/cer-2020-0032","title":"Real-world direct healthcare costs of treating recurrent high-grade serous ovarian cancer with cytotoxic chemotherapy","year":2020,"lang":"en","type":"article","venue":"Journal of Comparative Effectiveness Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Chemotherapy; Ovarian cancer; Internal medicine; Serous fluid; Oncology; Cytotoxic T cell; Cancer; Retrospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.00113851,0.0002620479,0.001361934,0.0003663047,0.0001447827,0.00003548868,0.0001758013,0.00006443801,0.00008971953],"category_scores_gemma":[0.00006224576,0.0001740148,0.0001767444,0.001347686,0.0001933332,0.0001331131,0.00003722925,0.0007712291,0.000003734242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456917,"about_ca_system_score_gemma":0.001145083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260895,"about_ca_topic_score_gemma":0.000496353,"domain_scores_codex":[0.9959904,0.001515411,0.0005531973,0.0003522733,0.001177732,0.000410973],"domain_scores_gemma":[0.9959173,0.001409843,0.0004675676,0.0002231139,0.001532224,0.0004499262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06998552,0.005291101,0.8009052,0.003276397,0.006538303,0.00122403,0.01136348,0.003424762,0.03233237,0.003200551,0.001682271,0.06077598],"study_design_scores_gemma":[0.01315238,0.01575888,0.7780484,0.005259887,0.0001865336,0.00004533754,0.0004965113,0.000426865,0.1858163,0.00009705697,0.000500253,0.0002115176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987909,0.002051147,0.0001672448,0.007328298,0.0001124831,0.001424607,0.00004010054,0.00001485405,0.0009522453],"genre_scores_gemma":[0.9972524,0.001397749,0.0006282472,0.00007541785,0.0004265806,0.0001544403,0.000006258337,0.00003695496,0.00002194611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153484,"threshold_uncertainty_score":0.7096116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265550956855953,"score_gpt":0.4576220673763797,"score_spread":0.3310669716907844,"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."}}