{"id":"W2050294323","doi":"10.1111/pcmr.12097","title":"The Ludwig Institute for Cancer Research Melbourne Melanoma Cell Line Panel","year":2013,"lang":"en","type":"article","venue":"Pigment Cell & Melanoma Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Cancer Council Victoria; State Government of Victoria; National Health and Medical Research Council; Medical Research Council; Ludwig Institute for Cancer Research; Melanoma Research Alliance","keywords":"Melanoma; Immunotherapy; Antigen; Cancer research; Human leukocyte antigen; Cancer; Cancer immunotherapy; Immunology; Medicine; Major histocompatibility complex; Biology; Immune system; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006511998,0.000394747,0.000481032,0.0005093715,0.003590655,0.0003460527,0.001720727,0.000480123,0.002570335],"category_scores_gemma":[0.0003397203,0.0002696096,0.000248713,0.0007095143,0.001644189,0.0003230746,0.0005834987,0.001882467,0.004233903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663091,"about_ca_system_score_gemma":0.000743177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512471,"about_ca_topic_score_gemma":0.0003054792,"domain_scores_codex":[0.9930711,0.002398522,0.0007333638,0.0007750018,0.0004887069,0.002533347],"domain_scores_gemma":[0.9937659,0.003451649,0.0001519698,0.001214158,0.00130426,0.0001120495],"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":[0.001817942,0.0005751307,0.0003260378,0.0001105409,0.0002413803,0.000008220192,0.001190503,0.00001062761,0.9050636,0.001135154,0.05971223,0.02980861],"study_design_scores_gemma":[0.002191347,0.0009905762,0.001023696,0.00004259478,0.00001531064,0.0000100712,0.001302418,0.00002391644,0.4879038,0.0005598526,0.5057018,0.0002346637],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990829,0.08120427,0.0001302645,0.006298905,0.001918024,0.003985619,0.00009913182,0.00009180391,0.007189098],"genre_scores_gemma":[0.8170991,0.01432157,0.000117491,0.0001103093,0.0002703738,0.003353586,0.0001475771,0.00008479008,0.1644952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4459895,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109530947627898,"score_gpt":0.3700530248333291,"score_spread":0.2605220772054312,"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."}}