{"id":"W2091242368","doi":"10.1172/jci57100","title":"Breast cancer — one term, many entities?","year":2011,"lang":"en","type":"review","venue":"Journal of Clinical Investigation","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Breast cancer; Cancer; Breast tumor; Disease; Computational biology; Bioinformatics; Medicine; Tumor heterogeneity; Biology; Cancer research; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003852396,0.0003254609,0.003238793,0.0003924124,0.00004904919,0.00005402427,0.0004371571,0.0007481899,0.001967158],"category_scores_gemma":[0.001239153,0.0002359389,0.001362264,0.0003788966,0.0005203221,0.0002124389,0.00009528938,0.002894221,0.0001907937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800397,"about_ca_system_score_gemma":0.005257066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005452657,"about_ca_topic_score_gemma":0.000009096912,"domain_scores_codex":[0.9936466,0.0007209376,0.003961255,0.0003260744,0.00100589,0.0003392359],"domain_scores_gemma":[0.9938841,0.0006151853,0.003200418,0.0004680142,0.0009370921,0.0008952058],"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":[0.00008333334,0.0001802577,0.002485088,0.01348101,0.0006351708,0.00008628201,0.0000375437,7.27137e-8,0.000001113933,0.0001898431,0.0163384,0.9664819],"study_design_scores_gemma":[0.0008306017,0.0004880415,0.005417977,0.07351726,0.002561336,0.0009940295,0.00000626945,0.000003160471,0.000003971196,0.0005648551,0.9153983,0.0002141975],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003236393,0.9944799,0.00002773357,0.00117365,0.001960803,0.0005799041,0.00005918762,0.00001837918,0.001376809],"genre_scores_gemma":[0.00004250942,0.9896709,0.0009831282,0.0004638192,0.006312129,0.00003099825,0.00002552897,0.00008004891,0.002390907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9662677,"threshold_uncertainty_score":0.9994062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4923396356444193,"score_gpt":0.5576649504711761,"score_spread":0.06532531482675685,"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."}}