{"id":"W2017858235","doi":"10.1158/1078-0432.ovca13-a27","title":"Abstract A27: The ovarian tumor tissue analysis (OTTA) consortium","year":2013,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; University of Calgary","funders":"","keywords":"Serous fluid; Tissue microarray; Ovarian cancer; Serous carcinoma; Immunohistochemistry; Pathology; Biology; Clear cell; Cancer; Oncology; Molecular pathology; Cancer research; Internal medicine; 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":[0.02192346,0.0009685751,0.001141716,0.005107132,0.002091269,0.004933479,0.003768341,0.001035614,0.03997334],"category_scores_gemma":[0.02188735,0.0007339109,0.001046692,0.005162094,0.001009619,0.001342505,0.006046312,0.002033267,0.01932324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516997,"about_ca_system_score_gemma":0.01384631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677384,"about_ca_topic_score_gemma":0.01442474,"domain_scores_codex":[0.9903154,0.003061683,0.0008492847,0.001618822,0.003035291,0.001119482],"domain_scores_gemma":[0.9490923,0.005346492,0.004145472,0.00795784,0.01823359,0.01522425],"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":[0.008058187,0.0008502664,0.1120035,0.001037536,0.0006125623,0.001144874,0.0005162994,0.001683539,0.02127787,0.007189887,0.7195163,0.1261092],"study_design_scores_gemma":[0.003393469,0.0008433606,0.2074075,0.0006833433,0.0003286691,0.001150714,0.0005788905,0.00529711,0.008589125,0.005150535,0.7663875,0.0001898276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1250336,0.006510716,0.04559749,0.02060267,0.003298857,0.01296503,0.6553077,0.009750236,0.1209337],"genre_scores_gemma":[0.164981,0.002005372,0.0524813,0.005296802,0.00146787,0.0159458,0.6850566,0.005479838,0.06728544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03997334,"threshold_uncertainty_score":0.1337242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2218538259750795,"score_gpt":0.5372881851395189,"score_spread":0.3154343591644394,"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."}}