{"id":"W2011661083","doi":"10.1158/1078-0432.ovca13-ia8","title":"Abstract IA8: Discovering drivers in rare ovarian cancer subtypes","year":2013,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Serous fluid; Serous carcinoma; Ovarian cancer; Clear cell carcinoma; Context (archaeology); Clear cell; Cancer; Cancer research; Biology; Ovarian carcinoma; ARID1A; Mutation; Carcinoma; Medicine; Oncology; Bioinformatics; Internal medicine; Gene; Genetics","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":[0.0006684322,0.0003252528,0.0004932986,0.001290614,0.0004488332,0.001011968,0.0005982416,0.0006710322,0.005622622],"category_scores_gemma":[0.001648048,0.000278133,0.000609813,0.001143142,0.0001927555,0.0003833241,0.0007629025,0.0009448419,0.001933375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461552,"about_ca_system_score_gemma":0.0005745285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660281,"about_ca_topic_score_gemma":0.001959418,"domain_scores_codex":[0.9996042,0.00005006528,0.00003303352,0.0001246759,0.0001158627,0.00007226058],"domain_scores_gemma":[0.9989785,0.0002547849,0.0002990721,0.0001004228,0.0001663144,0.0002009572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001539946,0.00018234,0.6489355,0.001129745,0.0006574395,0.003430747,0.0003894927,0.002015697,0.2088767,0.002028652,0.02047303,0.1103408],"study_design_scores_gemma":[0.0001575102,0.000925287,0.7570258,0.0003824458,0.001232149,0.01616601,0.0009370454,0.01079604,0.05992704,0.004607384,0.1477429,0.0001004471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95087,0.007895865,0.007927733,0.00230866,0.0003248012,0.0001705874,0.01875003,0.0009306442,0.0108218],"genre_scores_gemma":[0.95393,0.002784421,0.01103146,0.0008371689,0.0001739944,0.0001267065,0.02436555,0.0002199631,0.006530827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005622622,"threshold_uncertainty_score":0.01880956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2064106435163638,"score_gpt":0.514709670638262,"score_spread":0.3082990271218983,"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."}}