{"id":"W2172841661","doi":"10.1016/j.ejcsup.2015.08.017","title":"T93","year":2015,"lang":"en","type":"article","venue":"European Journal of Cancer Supplements","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tumor microenvironment; Metastasis; Immune system; Oncology; FOXP3; Chemotherapy; Primary tumor; Cytokine; Breast cancer; Cancer; Cancer research; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007827432,0.00008735213,0.0001768803,0.00008976398,0.00002189438,0.00001792499,0.0001283521,0.000008739454,0.001141302],"category_scores_gemma":[0.0000229734,0.00006480878,0.0001139656,0.0001099249,0.00003352112,0.00009188562,0.00002422171,0.0001256479,0.00003248444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359785,"about_ca_system_score_gemma":0.0002335119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002516232,"about_ca_topic_score_gemma":0.000007000219,"domain_scores_codex":[0.9988745,0.0001019142,0.0004088908,0.00007379013,0.0003900907,0.0001507769],"domain_scores_gemma":[0.999187,0.000006429992,0.0002453562,0.0001242014,0.0002286652,0.0002083461],"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":[0.006188999,0.0001957986,0.0897434,0.00003680931,0.0008388282,0.0009922382,0.001375369,0.00001082368,0.009632147,0.00001249103,0.6991048,0.1918683],"study_design_scores_gemma":[0.008429155,0.001076868,0.02844857,0.0001462567,0.00009763497,0.0001943483,0.0002409146,0.000002894042,0.003718542,0.000009727683,0.9575561,0.00007897902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300337,0.0161036,0.0007962962,0.008464921,0.003667646,0.0002983869,0.00004915721,0.00002934917,0.0405569],"genre_scores_gemma":[0.9939479,0.0007752986,0.00113899,0.001683779,0.0008842456,9.56951e-7,0.000005208898,0.00002922559,0.001534392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584513,"threshold_uncertainty_score":0.9997718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055784367331331,"score_gpt":0.3394336238279792,"score_spread":0.2888757801546659,"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."}}