{"id":"W2156667572","doi":"10.1016/s1470-2045(02)00775-1","title":"Impact of the Human Genome Project on the clinical management of sporadic cancers","year":2002,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"American Society of Clinical Oncology; European Society for Medical Oncology; Cancer Research Society; American Association for Cancer Research","keywords":"DNA microarray; Human genome; Computational biology; Cancer; Molecular pathology; Breast cancer; Gene; Genome; Biology; Molecular diagnostics; Function (biology); DNA sequencing; Bioinformatics; Gene expression; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003676253,0.0009170408,0.002454974,0.002087589,0.0003580915,0.001425016,0.00130358,0.002306351,0.002421164],"category_scores_gemma":[0.00534012,0.0002727411,0.0006794834,0.003271412,0.001126588,0.001476786,0.0008411771,0.002855737,0.001194547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988912,"about_ca_system_score_gemma":0.002580726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350141,"about_ca_topic_score_gemma":0.00921619,"domain_scores_codex":[0.9991842,0.0002504139,0.00009329269,0.0001113191,0.0003065936,0.00005425842],"domain_scores_gemma":[0.9953216,0.003049482,0.0002572061,0.00008362349,0.001056773,0.0002312863],"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":[0.0002139494,0.0000496751,0.0005265712,0.004468713,0.0001207864,0.0002683624,0.00004246442,0.000707438,0.00046447,0.00463609,0.07753254,0.9109689],"study_design_scores_gemma":[0.0001143001,0.0001430103,0.00314269,0.003987733,0.000248488,0.00122582,0.00009084759,0.0002437241,0.0002853854,0.005053422,0.9854251,0.00003949829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001285714,0.9938018,0.0002366688,0.004007386,0.0009749883,0.000003878642,0.00002952,0.000009979115,0.0008072752],"genre_scores_gemma":[0.001068196,0.9953225,0.000376338,0.001806787,0.001008506,0.000005632881,0.00004047695,0.000002785268,0.0003688053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005350141,"threshold_uncertainty_score":0.01944208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2443574276612392,"score_gpt":0.4872642316355109,"score_spread":0.2429068039742716,"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."}}