{"id":"W1980752656","doi":"10.1016/j.ygyno.2009.09.029","title":"Tumor type and substage predict survival in stage I and II ovarian carcinoma: Insights and implications","year":2009,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency","funders":"BC Cancer Agency; Eli Lilly Canada; Michael Smith Health Research BC; National Cancer Institute; Sanofi","keywords":"Medicine; Serous fluid; Serous carcinoma; Ovarian carcinoma; Ovarian cancer; Stage (stratigraphy); Oncology; Clear cell carcinoma; Internal medicine; Clear cell; Carcinoma; Univariate analysis; Population; Cohort; Cancer; Multivariate analysis; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008988656,0.0002264694,0.0005090291,0.0005626938,0.0003411534,0.0007862287,0.00031958,0.0005212764,0.001606019],"category_scores_gemma":[0.005494215,0.0001621542,0.0006386068,0.0008104441,0.0003912161,0.0007067982,0.0004805195,0.0005787897,0.0002335904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612137,"about_ca_system_score_gemma":0.0003646653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245672,"about_ca_topic_score_gemma":0.006957768,"domain_scores_codex":[0.9996054,0.0001940665,0.00003111463,0.0000467347,0.00004940722,0.00007336376],"domain_scores_gemma":[0.9972258,0.00139961,0.0006613975,0.0002088371,0.0001695672,0.0003347471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002377694,0.000008583414,0.9972717,0.000003772226,0.00002885749,0.00003567069,0.00003278275,0.00005358463,0.0002728859,0.00001664172,0.00004776731,0.001989895],"study_design_scores_gemma":[0.00001116475,0.0001075603,0.9980107,0.000005176028,0.000112758,0.0002692057,0.0002096258,0.000646311,0.0001684468,0.0002323096,0.0002234153,0.000003397223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976604,0.0009032905,0.0002149999,0.0002451073,0.00002330542,0.000003533307,0.000188834,0.000004775607,0.0007556886],"genre_scores_gemma":[0.999263,0.000190981,0.0001232452,0.00003368277,0.00004007923,0.000002048683,0.0001662538,0.000004308345,0.0001765713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002245672,"threshold_uncertainty_score":0.005372643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613189673830129,"score_gpt":0.3016891471119304,"score_spread":0.2755572503736291,"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."}}