{"id":"W2924412259","doi":"10.1186/s13058-019-1121-4","title":"The long-term prognostic and predictive capacity of cyclin D1 gene amplification in 2305 breast tumours","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; BC Cancer Agency; Cancerfonden; National Research Foundation Singapore; National Research Foundation; National Cancer Institute; Cancerföreningen i Stockholm; Vetenskapsrådet; Cancer Research UK; Breast Cancer Research Foundation","keywords":"Surgical oncology; Cyclin D1; Breast cancer; Medicine; Oncology; Gene duplication; Term (time); Internal medicine; Gene; Cancer research; Cyclin; Cancer; Biology; Genetics; Cell cycle","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":[0.0003048108,0.0001103457,0.0001561621,0.000319428,0.0001554216,0.0002842701,0.0001585,0.0001427816,0.000814246],"category_scores_gemma":[0.0007617402,0.00008538932,0.0001569018,0.0002607447,0.0001941994,0.00009294913,0.0002743364,0.0001356472,0.0001666696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247637,"about_ca_system_score_gemma":0.0001359795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015682,"about_ca_topic_score_gemma":0.003676117,"domain_scores_codex":[0.9998891,0.00001538277,0.00001170608,0.00003652797,0.00002556816,0.0000216217],"domain_scores_gemma":[0.9997345,0.00009483455,0.00005993999,0.00002979858,0.00003061278,0.00005037836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005669155,0.00001630445,0.9868309,0.00001778574,0.0000382601,0.0001973928,0.00007932509,0.0002555403,0.006816478,0.00002895876,0.00007379174,0.005078413],"study_design_scores_gemma":[0.000007795432,0.0001219051,0.9965439,0.00000317483,0.00004147807,0.0006194087,0.00006687549,0.0004856416,0.001707754,0.00003862209,0.000360058,0.000003313207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994861,0.0001205171,0.0001138201,0.000005295637,0.000001009335,0.000001877918,0.0001560351,0.000002911382,0.0001125019],"genre_scores_gemma":[0.9993854,0.00003789647,0.00008472455,0.000003154504,0.000001337812,0.000002905852,0.0003939894,9.861409e-7,0.0000897639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002015682,"threshold_uncertainty_score":0.004007936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371438391225062,"score_gpt":0.3675796944166135,"score_spread":0.3238653105043628,"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."}}