{"id":"W2000441479","doi":"10.1097/01.ogx.0000371715.57006.04","title":"Tumor Type and Substage Predict Survival in Stage I and II Ovarian Carcinoma: Insights and Implications","year":2010,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Medicine; Serous fluid; Grading (engineering); Oncology; Serous carcinoma; Ovarian cancer; Internal medicine; Stage (stratigraphy); Univariate analysis; Ovarian carcinoma; Disease; Population; Clear cell; Adjuvant therapy; Multivariate analysis; Carcinoma; 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":[0.001828597,0.0002279114,0.0004470068,0.0007619446,0.0002003928,0.0006768261,0.0003800108,0.0004477819,0.0005648836],"category_scores_gemma":[0.006513298,0.0001511483,0.0006441459,0.0007940431,0.0003409302,0.0005385397,0.0004203318,0.0005998256,0.0001376756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037037,"about_ca_system_score_gemma":0.0004036712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008880726,"about_ca_topic_score_gemma":0.01499656,"domain_scores_codex":[0.9994349,0.0003379571,0.00003060705,0.00005837556,0.00006053686,0.00007756203],"domain_scores_gemma":[0.9963353,0.001881304,0.0008482289,0.0002861701,0.0003090686,0.0003399123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770344,0.00001176062,0.9950131,0.00000540424,0.00002714577,0.00002790374,0.00003533369,0.0001609304,0.00008766081,0.0000192584,0.00005925604,0.004375271],"study_design_scores_gemma":[0.000009818526,0.0001022914,0.9963893,0.000009304712,0.00008966009,0.0001366547,0.000115495,0.002621915,0.00007345498,0.0002411523,0.0002056397,0.000005469994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996226,0.001917472,0.0005107663,0.0004971387,0.00001442801,0.000009179319,0.0002130284,0.000007109387,0.00060494],"genre_scores_gemma":[0.9987344,0.0004371804,0.0003816335,0.00005409292,0.00003572737,0.000003640131,0.0002324865,0.000004242529,0.0001165709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008880726,"threshold_uncertainty_score":0.01765811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542141383427776,"score_gpt":0.2837575503344095,"score_spread":0.2483361365001318,"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."}}