{"id":"W3180494678","doi":"10.1158/1538-7445.am2021-2155","title":"Abstract 2155: BRCAness in HGSC cancer initiation","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Laser capture microdissection; Biology; Transcriptome; Ovarian cancer; Cancer research; Luteal phase; Cancer; Follicular phase; Gene; Molecular biology; Oncology; Genetics; Medicine; Gene expression","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":[0.00009802674,0.0002498973,0.000265955,0.0005752211,0.0004622736,0.0005567542,0.0001593404,0.0003046293,0.006734587],"category_scores_gemma":[0.0001680641,0.00008699224,0.0002675208,0.0006332868,0.0001738815,0.0001921676,0.0003537661,0.0003813239,0.00119656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479881,"about_ca_system_score_gemma":0.0004403869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417384,"about_ca_topic_score_gemma":0.001414336,"domain_scores_codex":[0.9998876,0.000009524741,0.000005531365,0.00003815139,0.00002972594,0.00002950626],"domain_scores_gemma":[0.9998907,0.00001532119,0.00003088646,0.000007755763,0.00001908357,0.00003624601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00108372,0.00008786421,0.04852959,0.0006492608,0.0000589961,0.000735328,0.0001639858,0.0002746232,0.9275693,0.0005830111,0.003151758,0.01711238],"study_design_scores_gemma":[0.00003267446,0.0004345854,0.7288453,0.0001528932,0.0001208263,0.00173793,0.0004446618,0.001330429,0.2414169,0.0006544557,0.02480941,0.000019986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784212,0.005103576,0.001181306,0.0003963174,0.00006414494,0.00005326558,0.009222247,0.0003342791,0.005223625],"genre_scores_gemma":[0.9801324,0.001615885,0.001196367,0.000211561,0.00003359022,0.00005571735,0.01018215,0.00004204423,0.006530402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006734587,"threshold_uncertainty_score":0.02252942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763792658277311,"score_gpt":0.4871949912683132,"score_spread":0.3108157254405821,"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."}}