{"id":"W2925358778","doi":"10.1155/2019/6029097","title":"Direct Genetics Referral Pathway for High-Grade Serous Ovarian Cancer Patients: The “Opt-Out” Process","year":2019,"lang":"en","type":"article","venue":"Journal of Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre","funders":"","keywords":"Medicine; Serous ovarian cancer; Referral; Cancer genetics; Serous fluid; Oncology; Ovarian cancer; Internal medicine; Cancer; Family medicine; 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":[0.009798804,0.0003041623,0.0002361556,0.001078987,0.001801655,0.001950617,0.001040665,0.000786804,0.006654047],"category_scores_gemma":[0.01902896,0.0003208291,0.0003992582,0.0005004057,0.001078417,0.001219089,0.00315269,0.0007183528,0.001249309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203364,"about_ca_system_score_gemma":0.006611436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005086582,"about_ca_topic_score_gemma":0.0132807,"domain_scores_codex":[0.9880319,0.00871012,0.0007833476,0.0007151922,0.001105158,0.0006543323],"domain_scores_gemma":[0.983967,0.00628081,0.003586566,0.001796224,0.001523012,0.002846351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002478164,0.003642494,0.4420165,0.001170791,0.000090605,0.009117018,0.01401859,0.002011437,0.00546911,0.001440146,0.03114872,0.4873964],"study_design_scores_gemma":[0.002636319,0.01221395,0.6184574,0.002710933,0.0003324868,0.05566502,0.05370191,0.02197036,0.01620997,0.006020379,0.2094043,0.0006769858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368621,0.0022902,0.02521016,0.01324812,0.0005420246,0.003756363,0.0005223177,0.001066139,0.01650251],"genre_scores_gemma":[0.9514993,0.001144062,0.03954088,0.003176651,0.000263188,0.000698568,0.0003631537,0.0001051822,0.003209064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009798804,"threshold_uncertainty_score":0.05182171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180424057382644,"score_gpt":0.3264700447107492,"score_spread":0.3046658041369227,"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."}}