{"id":"W3149229500","doi":"10.7554/elife.63518","title":"Group phenotypic composition in cancer","year":2021,"lang":"en","type":"review","venue":"eLife","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Institute on Aging; Australian Research Council; Centre National de la Recherche Scientifique; Deakin University; Agence Nationale de la Recherche; MAVA Foundation","keywords":"Phenotype; Biology; Group selection; Inclusive fitness; Cancer; Extracellular matrix; Genetics; Evolutionary biology; Selection (genetic algorithm); Gene","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":[0.0008124781,0.0008401638,0.001425875,0.002151939,0.000406092,0.00128818,0.001413466,0.001726457,0.002613788],"category_scores_gemma":[0.0009905513,0.0004421702,0.000512873,0.00194965,0.001408196,0.001792941,0.001293515,0.002673723,0.002090107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182133,"about_ca_system_score_gemma":0.001052798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002311101,"about_ca_topic_score_gemma":0.00316527,"domain_scores_codex":[0.9997346,0.00005030356,0.00002656262,0.00006012653,0.00009404738,0.00003441244],"domain_scores_gemma":[0.999697,0.0001310595,0.00003469195,0.00001347046,0.00008987336,0.00003393204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007167806,0.00003481098,0.0002227693,0.008623757,0.00007929658,0.0001734377,0.00008521581,0.0009381328,0.001555038,0.02723189,0.0469042,0.9140798],"study_design_scores_gemma":[0.000009760665,0.00004064932,0.0004977316,0.001139432,0.00003748606,0.0007136161,0.0000311109,0.0001460231,0.0005011223,0.005578131,0.9912868,0.0000181965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009327669,0.9978217,0.0002302712,0.000404322,0.0002722181,0.000003759807,0.00001376269,0.00001064402,0.00114997],"genre_scores_gemma":[0.001321341,0.9967961,0.0002204615,0.0003907891,0.0002101026,0.00000795752,0.00003161146,0.000004138268,0.001017524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002613788,"threshold_uncertainty_score":0.01583248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865608768184134,"score_gpt":0.3336777206742218,"score_spread":0.3050216329923804,"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."}}