{"id":"W4388284020","doi":"10.1016/j.canlet.2023.216469","title":"Metronomic chemotherapy in ovarian cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Letters","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Ovarian cancer; Medicine; Chemotherapy; Clinical trial; Angiogenesis; Oncology; Epithelial ovarian cancer; Cancer; Translational research; Bioinformatics; Internal medicine; Biology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008598601,0.0001488669,0.0002758745,0.0002040043,0.00002986694,0.00001536864,0.0000701961,0.00004645381,0.001070161],"category_scores_gemma":[0.000004157495,0.0001328986,0.00008804681,0.0005115301,0.00003792125,0.00005259092,0.0000157004,0.000118745,0.0001570764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008305622,"about_ca_system_score_gemma":0.0001446618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001850202,"about_ca_topic_score_gemma":0.0003162997,"domain_scores_codex":[0.9990102,0.00001540598,0.000174925,0.000325812,0.0001319385,0.0003416993],"domain_scores_gemma":[0.9995794,0.00002802347,0.00004393977,0.0002405386,0.00001338112,0.00009468383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002248326,0.0001322374,0.7714431,0.00008832953,0.000417247,0.000220764,0.0007190551,0.000831698,0.02201604,0.0001200696,0.1432367,0.06054997],"study_design_scores_gemma":[0.005003244,0.00004208817,0.9097549,0.0001953225,0.00007305243,0.000002385937,0.00003607153,0.0001909332,0.007394671,0.00001885728,0.07711007,0.0001784103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854847,0.001038466,0.00002287257,0.1424175,0.0006222433,0.0003768062,0.00002593829,0.00008323378,0.0005659707],"genre_scores_gemma":[0.9725814,0.002633392,0.0001515673,0.02247097,0.0005670324,0.0008694547,0.00002108758,0.00004734857,0.0006576853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383118,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395455873410141,"score_gpt":0.3149997078958131,"score_spread":0.2910451491617117,"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."}}