{"id":"W4226488147","doi":"10.1158/0008-5472.can-21-3863","title":"The Genetic Evolution of Metastasis","year":2022,"lang":"en","type":"review","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"European Society for Medical Oncology","keywords":"Metastasis; Biology; Selection (genetic algorithm); Evolutionary biology; Cancer; Primary tumor; Computational biology; Genetics; Computer science","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":[0.0003597764,0.0004717161,0.0007204263,0.001451929,0.0002378468,0.0009765006,0.0005097922,0.001007194,0.001898725],"category_scores_gemma":[0.0004579827,0.0002079588,0.0002723306,0.001144007,0.0006578417,0.0009505466,0.0005950352,0.001445763,0.001128295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009165905,"about_ca_system_score_gemma":0.0008753943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042506,"about_ca_topic_score_gemma":0.001199159,"domain_scores_codex":[0.9998702,0.00002969649,0.00001177842,0.00002972146,0.00004344569,0.00001517871],"domain_scores_gemma":[0.9998384,0.00007651461,0.00001792426,0.000007177836,0.00004504703,0.00001495579],"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":[0.00006236784,0.0000336501,0.0002562907,0.00892487,0.0000772746,0.0003377563,0.00007185399,0.0006101732,0.004430018,0.02113432,0.02823573,0.9358257],"study_design_scores_gemma":[0.00001308504,0.0000579412,0.001069671,0.002398516,0.00005211757,0.001806538,0.00005159396,0.0001539233,0.001214338,0.00811922,0.9850438,0.00001937651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001431964,0.9979507,0.000144276,0.0004738873,0.0001780881,0.000002431101,0.00001068902,0.000005258084,0.001091463],"genre_scores_gemma":[0.00144651,0.9975795,0.00008373163,0.0002412684,0.000137198,0.00000394481,0.00001795657,0.000001103624,0.00048884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001898725,"threshold_uncertainty_score":0.006650329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227763414782249,"score_gpt":0.4415598565791808,"score_spread":0.3187835151009559,"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."}}