{"id":"W1972505996","doi":"10.1002/cyto.a.10001","title":"Assessment of tumor cell repopulation after chemotherapy for advanced ovarian cancer: Pilot study","year":2002,"lang":"en","type":"article","venue":"Cytometry Part A","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Ovarian cancer; Repopulation; Oncology; Chemotherapy; Medicine; Cancer; Cancer research; Internal medicine; Biology; Stem cell; Genetics","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":[0.0004456271,0.0002870051,0.0003342276,0.0003347468,0.0003441286,0.0002068317,0.0001628814,0.0003512057,0.001166738],"category_scores_gemma":[0.0008855374,0.0001252295,0.0002481111,0.0002594589,0.0003301713,0.0001912534,0.000190385,0.0004014644,0.0002159247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752353,"about_ca_system_score_gemma":0.0002185951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005367233,"about_ca_topic_score_gemma":0.0004509947,"domain_scores_codex":[0.9997873,0.00008141725,0.00001159746,0.00003216658,0.00004233857,0.00004529302],"domain_scores_gemma":[0.9995655,0.0001486762,0.0000778339,0.00005785537,0.00005610798,0.0000940193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02251656,0.009163766,0.5325251,0.000275555,0.0001265478,0.004989281,0.0011073,0.0006904053,0.3504812,0.00008830185,0.0005392014,0.07749674],"study_design_scores_gemma":[0.002089397,0.1334341,0.7689555,0.00002140919,0.0001837813,0.01473809,0.0003644624,0.001784122,0.0755725,0.00007452217,0.002758178,0.00002390542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994685,0.0001515432,0.0001370421,0.000009764008,0.000002264685,0.00003813322,0.00001811906,0.000004205836,0.0001704548],"genre_scores_gemma":[0.9994242,0.0000907066,0.0002135368,0.00001471484,0.00001079181,0.00003376666,0.00008949215,0.000001696034,0.0001210582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001166738,"threshold_uncertainty_score":0.003903091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362329792012913,"score_gpt":0.345919132347461,"score_spread":0.3022958344273318,"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."}}