{"id":"W2323614958","doi":"10.4161/onci.28272","title":"Tumor vascularity in ovarian cancer","year":2014,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; BC Cancer Agency","funders":"","keywords":"Ovarian cancer; Medicine; Vascularity; Tumor-infiltrating lymphocytes; Cancer research; Immune system; Cancer immunology; Immunotherapy; Cancer; Oncology; Immunology; Pathology; 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":["insufficient_payload"],"category_scores_codex":[0.000316599,0.0001518944,0.0002940217,0.0001843251,0.0001086098,0.000009461576,0.0001915891,0.0002439797,0.005300302],"category_scores_gemma":[0.0001223643,0.0001447698,0.00008952925,0.0001597089,0.0001362475,0.0001069784,0.00006901044,0.000539576,0.002239196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163227,"about_ca_system_score_gemma":0.00005111051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131499,"about_ca_topic_score_gemma":0.0003556955,"domain_scores_codex":[0.9986511,0.0003824067,0.0002998255,0.0002852737,0.00002062815,0.0003607367],"domain_scores_gemma":[0.9994186,0.00009388043,0.00009860731,0.000329858,0.00004946492,0.000009601682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004557282,0.0003735068,0.01864786,0.00001638197,0.0002177305,0.000007132614,0.0004994301,0.00002931632,0.923376,0.01165114,0.009057486,0.03566827],"study_design_scores_gemma":[0.002673742,0.000209077,0.1697797,0.0000319359,0.00002200718,0.0001085087,0.0001769222,0.00002881107,0.04622624,0.0003165116,0.780194,0.0002325242],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248214,0.00589991,0.001370174,0.001989314,0.01774372,0.0003498053,0.000003386628,0.0002080026,0.04761423],"genre_scores_gemma":[0.9883605,0.0001152507,0.00003803739,0.0009331763,0.00004263262,0.00006318114,0.00004509777,0.00001632287,0.0103858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8771498,"threshold_uncertainty_score":0.9985377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00989348837308657,"score_gpt":0.2423839654276814,"score_spread":0.2324904770545948,"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."}}