{"id":"W2760451204","doi":"10.1097/grf.0000000000000317","title":"Cost-effectiveness of Ovarian Cancer Prevention Strategies","year":2017,"lang":"en","type":"article","venue":"Clinical Obstetrics & Gynecology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ovarian cancer; Context (archaeology); BRCA mutation; Cancer prevention; Cancer; Oncology; Disease; Gynecology; Population; Cost effectiveness; Internal medicine; Environmental health; Risk analysis (engineering)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008658478,0.0001529372,0.0007714833,0.00009169731,0.0001413291,0.00003838443,0.000211808,0.0003153937,0.0003654236],"category_scores_gemma":[0.006674632,0.000127442,0.0002813773,0.0001233382,0.0003281595,0.0001282261,0.0001051702,0.000258188,0.00003413363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989276,"about_ca_system_score_gemma":0.0007701055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001809587,"about_ca_topic_score_gemma":0.000122849,"domain_scores_codex":[0.9982916,0.0002656337,0.0006174975,0.0004050182,0.0001636591,0.0002565799],"domain_scores_gemma":[0.9922136,0.006041284,0.0005372931,0.0007625638,0.0002830427,0.000162216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816472,0.001738477,0.7528104,0.0002086052,0.000484879,0.0001119071,0.00002368812,0.0000161242,0.00006999168,0.006696251,0.0002785132,0.2372795],"study_design_scores_gemma":[0.00655857,0.001617226,0.9798812,0.0001654403,0.0004377636,0.000005199588,0.00003885416,0.00003528477,0.000438359,0.002413071,0.00830175,0.0001072862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755932,0.002178232,0.0008732452,0.001662348,0.006543453,0.001980531,0.00004347292,0.000045525,0.01107999],"genre_scores_gemma":[0.9965941,0.001860622,0.0006468906,0.0001211246,0.0001683563,0.0002641745,0.00001941832,0.00001904295,0.0003062619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2371723,"threshold_uncertainty_score":0.799064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791761579386455,"score_gpt":0.480102427560621,"score_spread":0.3009262696219756,"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."}}