{"id":"W4310729077","doi":"10.1097/01.ogx.0000905360.00777.66","title":"Diagnostic Routes and Time Intervals for Ovarian Cancer in Nine International Jurisdictions; Findings From the International Cancer Benchmarking Partnership (ICBP)","year":2022,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Cancer Care Ontario","funders":"Medical Research Council; Cancer Research UK","keywords":"Medicine; Ovarian cancer; Cancer; Stage (stratigraphy); Benchmarking; Malignancy; General partnership; Internal medicine; Disease; Oncology; Gynecology","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":[0.002820523,0.0002065518,0.000207331,0.001552664,0.0005375809,0.0006450969,0.0006079902,0.0004141296,0.001254383],"category_scores_gemma":[0.01070637,0.0002217075,0.0003522844,0.003931058,0.0004220982,0.0008180958,0.001691218,0.0005267524,0.0001796722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202584,"about_ca_system_score_gemma":0.001152029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1305763,"about_ca_topic_score_gemma":0.1122262,"domain_scores_codex":[0.9977618,0.001104949,0.0002357344,0.0002780373,0.0002743152,0.0003451125],"domain_scores_gemma":[0.99146,0.001803975,0.004094237,0.000405946,0.001496225,0.0007396279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984258,0.00004837384,0.9922782,0.00004984745,0.00003905615,0.00003915964,0.001158654,0.0003006315,0.00005901759,0.0001617797,0.001188544,0.004606837],"study_design_scores_gemma":[0.000003930242,0.00004178759,0.9957834,0.00002917369,0.00002013788,0.00005953742,0.00314066,0.0003016783,0.00004562943,0.00003405454,0.0005344767,0.000005551136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922119,0.0005581074,0.0002414893,0.0003271083,0.00001179832,0.00002463412,0.005136457,0.00001102288,0.00147746],"genre_scores_gemma":[0.9976566,0.000180148,0.0002102128,0.00005352592,0.000004666604,0.0000297108,0.001741396,0.000004066773,0.0001196822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305763,"threshold_uncertainty_score":0.2596325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04937602197996368,"score_gpt":0.3143758042097893,"score_spread":0.2649997822298257,"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."}}