{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007711712,0.0008608371,0.001791378,0.002103092,0.0004437294,0.001724608,0.0009738634,0.001327831,0.002537971],"category_scores_gemma":[0.001415651,0.0002465928,0.0003317176,0.002878785,0.001490805,0.004002891,0.001082544,0.00280158,0.002518975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066785,"about_ca_system_score_gemma":0.001575135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363927,"about_ca_topic_score_gemma":0.002458247,"domain_scores_codex":[0.9996124,0.0001174663,0.00004904908,0.00005395724,0.0001320487,0.00003506373],"domain_scores_gemma":[0.9994296,0.0002458907,0.00006079005,0.00003155386,0.0001563762,0.00007571506],"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":[0.00006048635,0.00003915354,0.0004154319,0.004423095,0.00006138792,0.0003736319,0.0001588996,0.0001437511,0.0007731897,0.01081153,0.1767978,0.8059416],"study_design_scores_gemma":[0.000006586939,0.00002153994,0.0004096111,0.001923915,0.0000286639,0.002579988,0.0002148483,0.00003082348,0.00007646936,0.005031503,0.9896646,0.00001145876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007903194,0.9937732,0.0001328894,0.003340186,0.001220212,0.00000232542,0.00001030551,0.000008753808,0.001433093],"genre_scores_gemma":[0.001298307,0.9924365,0.0003463969,0.002405806,0.001888294,0.000005549631,0.00002842895,0.000003738182,0.00158699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002537971,"threshold_uncertainty_score":0.008490324,"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."}}