{"id":"W2071842647","doi":"10.1002/ijc.23987","title":"The DNA repair proteins BRCA1 and ERCC1 as predictive markers in sporadic ovarian cancer","year":2008,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medical Council of Canada; Ottawa Hospital","funders":"Cancer Care Ontario","keywords":"ERCC1; Carboplatin; Cisplatin; Chemotherapy; DNA repair; Internal medicine; Ovarian cancer; Medicine; Cancer research; Oncology; Biology; Cancer; Nucleotide excision repair; DNA; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002265719,0.0001174641,0.0002163059,0.000134758,0.00006778813,0.00002261249,0.0001304672,0.00004959733,0.0002794134],"category_scores_gemma":[0.00007219023,0.00007596506,0.0001215531,0.0001035322,0.0001284238,0.0001417946,0.00002766374,0.0002296975,0.000002550912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472361,"about_ca_system_score_gemma":0.0008120626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713456,"about_ca_topic_score_gemma":0.0006720388,"domain_scores_codex":[0.9986992,0.00003554778,0.0003877393,0.0001513642,0.0005758975,0.0001502633],"domain_scores_gemma":[0.9990472,0.0000828909,0.0002694937,0.0001023891,0.0003781746,0.0001198757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007618291,0.0004180576,0.888375,0.00002288174,0.003195493,0.002403467,0.001189551,0.0002824915,0.0001479342,0.0009795793,0.01074139,0.0846258],"study_design_scores_gemma":[0.004598734,0.0005614943,0.9444975,0.0006974807,0.0001366043,0.0008123706,0.0001268892,0.0001418725,0.0006035768,0.0002758259,0.04746172,0.00008592105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494148,0.02012632,0.00002074148,0.0269566,0.001293425,0.0003892923,0.00003773349,0.00001303887,0.001748076],"genre_scores_gemma":[0.9730853,0.02450851,0.0001631292,0.0008167717,0.0008122127,0.00009396977,0.000001559201,0.00001516608,0.000503425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08453988,"threshold_uncertainty_score":0.3097765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335565791840473,"score_gpt":0.3052358921623499,"score_spread":0.2918802342439452,"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."}}