{"id":"W1990699969","doi":"10.1186/bcr2791","title":"Gene signatures of breast cancer progression and metastasis","year":2011,"lang":"en","type":"review","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"Canada Research Chairs","keywords":"Surgical oncology; Medicine; Breast cancer; Oncology; Internal medicine; Disease; Hormone receptor; Metastasis; Cancer; Bioinformatics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005513596,0.0006345372,0.00140768,0.0003259279,0.0002293174,0.00003996774,0.0005919184,0.0005296845,0.0002960913],"category_scores_gemma":[0.00002373767,0.0004601541,0.0003752289,0.0005506737,0.000719087,0.00001001525,0.000930736,0.0005628596,0.000008428263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870026,"about_ca_system_score_gemma":0.00115898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278934,"about_ca_topic_score_gemma":0.000359504,"domain_scores_codex":[0.9964207,0.0004954296,0.0005321624,0.001126531,0.0006200029,0.0008051713],"domain_scores_gemma":[0.9979132,0.00006004854,0.0003398881,0.0007583818,0.0006848243,0.0002436158],"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":[0.0003148213,0.0001701234,0.0003586521,0.005834996,0.001491269,0.000009853872,0.000047783,4.471904e-7,0.0003044467,0.00003054123,0.002557278,0.9888798],"study_design_scores_gemma":[0.000956055,0.0001717387,0.006206785,0.01098272,0.001382626,0.0005339661,0.00004632432,4.692866e-7,0.001686512,0.00003143253,0.9771451,0.000856324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00034694,0.9917198,0.000002238073,0.0001751146,0.0001749918,0.0009898709,0.006349158,0.0000166939,0.0002251298],"genre_scores_gemma":[0.002898883,0.9936193,0.0001347292,0.00001857499,0.0007714987,0.001944764,0.000229984,0.0001340648,0.0002482456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880235,"threshold_uncertainty_score":0.999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08983091287428042,"score_gpt":0.4421058787559326,"score_spread":0.3522749658816522,"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."}}