{"id":"W1423334311","doi":"10.1097/01.npr.0000450742.00077.a2","title":"Ovarian cancer","year":2015,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Ovarian cancer; Medicine; Cancer; Oncology; Gynecology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001419348,0.0000762745,0.0001038762,0.00002387033,0.00006313265,0.00002132892,0.00004044084,0.00003311204,0.001212495],"category_scores_gemma":[0.00004292385,0.00004342151,0.00004326239,0.0001047165,0.00003422771,0.0001032624,0.000005648194,0.0001082856,0.0005718589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786693,"about_ca_system_score_gemma":0.0002210402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005395735,"about_ca_topic_score_gemma":0.00003348448,"domain_scores_codex":[0.9994313,0.0000350746,0.00008949935,0.0001252041,0.0001965317,0.0001224432],"domain_scores_gemma":[0.9994254,0.00003753606,0.00005166842,0.0002645677,0.00009678787,0.0001240153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009781659,0.001867016,0.05676542,0.00002773875,0.0008691304,0.0002009691,0.003823351,0.0001710463,0.0004119257,0.0402152,0.8452349,0.04943513],"study_design_scores_gemma":[0.003559168,0.0001998092,0.1158268,0.00007750666,0.0005364709,0.0001758181,0.0007984464,0.00007278701,0.001499728,0.001684724,0.8754366,0.000132128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08829439,0.002733193,0.0002741863,0.511243,0.002403624,0.001064789,0.00004622155,0.0002007647,0.3937399],"genre_scores_gemma":[0.9866455,0.0001026096,0.0003994748,0.003987946,0.0007002041,0.0002222658,0.00001860544,0.0000169572,0.00790647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8983511,"threshold_uncertainty_score":0.9997005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05196067299176008,"score_gpt":0.3473904399883095,"score_spread":0.2954297669965494,"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."}}