{"id":"W2031719011","doi":"10.4161/onci.27668","title":"Location, location, location","year":2014,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; BC Cancer Agency","funders":"","keywords":"Phenotype; Tumor-infiltrating lymphocytes; Serous fluid; Pathology; Ovarian cancer; Disease; Biology; Cancer research; Medicine; Cancer; Immunology; Antigen; Gene; Internal medicine; CD8; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003902303,0.0002219825,0.0002809924,0.0002276203,0.0003387243,0.00002447627,0.0002825177,0.000413901,0.00188427],"category_scores_gemma":[0.0005109155,0.000220344,0.00005900501,0.000515501,0.0002655815,0.0002461486,0.00006303287,0.0004072959,0.01450394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474052,"about_ca_system_score_gemma":0.0001318317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002563916,"about_ca_topic_score_gemma":0.0000389596,"domain_scores_codex":[0.9983065,0.0003970441,0.0004873426,0.0003931642,0.00004143139,0.0003745015],"domain_scores_gemma":[0.9981971,0.0001678744,0.0002447071,0.0006084514,0.0007639051,0.00001792592],"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":[0.0008262746,0.0009915271,0.004369138,0.0001651792,0.0006385443,0.0000015324,0.002094582,0.0009379792,0.6182363,0.08643517,0.1743352,0.1109686],"study_design_scores_gemma":[0.00161098,0.0004584637,0.03040394,0.00006565654,0.0000508146,0.0001592933,0.0005221815,0.0001562492,0.03725205,0.0005297128,0.9284497,0.0003409494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2841025,0.04210505,0.4271066,0.01434711,0.07449846,0.002137632,0.00000467757,0.002768436,0.1529296],"genre_scores_gemma":[0.9609939,0.00008935943,0.00008805023,0.001038336,0.0001026235,0.00006392709,0.0002959149,0.00002824293,0.03729962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7541146,"threshold_uncertainty_score":0.9990281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00854983309411879,"score_gpt":0.2286593956700871,"score_spread":0.2201095625759683,"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."}}