{"id":"W2075711878","doi":"10.1038/nrc3144","title":"Rethinking ovarian cancer: recommendations for improving outcomes","year":2011,"lang":"en","type":"review","venue":"Nature reviews. Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1507,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute; Cancer Institute and Hospital, Chinese Academy of Medical Sciences; Ovarian Cancer Action; National Institute of General Medical Sciences; Cancer Research UK","keywords":"Ovarian cancer; Cancer; Medicine; Outcome (game theory); Gynecology; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781785,0.001444487,0.003269779,0.003418033,0.0004813628,0.001833433,0.002535,0.003015427,0.007821585],"category_scores_gemma":[0.009884753,0.0004407926,0.002560891,0.003268852,0.001044118,0.003145379,0.001675585,0.005248238,0.002200082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341249,"about_ca_system_score_gemma":0.004719739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004400892,"about_ca_topic_score_gemma":0.009000183,"domain_scores_codex":[0.9983587,0.0005777695,0.0002710299,0.0001468433,0.000528372,0.0001173282],"domain_scores_gemma":[0.9948362,0.003221586,0.0005205295,0.0001067147,0.001114464,0.0002005835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117771,0.00006095971,0.0002500342,0.04023102,0.0003567217,0.0000939241,0.00006164818,0.0004049093,0.0002625374,0.004957656,0.09946225,0.8537465],"study_design_scores_gemma":[0.0001381069,0.0001107319,0.001605628,0.06235202,0.001037926,0.0005066838,0.0001978528,0.0001585135,0.0002141299,0.008268734,0.9253671,0.00004263584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003528491,0.994428,0.0001188449,0.004319561,0.0005946943,0.00001167851,0.00003235999,0.00001154979,0.0004478537],"genre_scores_gemma":[0.0003345478,0.9974853,0.0003110663,0.001260837,0.0003674618,0.00001679007,0.00003356877,0.000001910085,0.0001886255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007821585,"threshold_uncertainty_score":0.02616584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412605800273217,"score_gpt":0.4431636237029608,"score_spread":0.3019030436756391,"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."}}