{"id":"W2082172177","doi":"10.1038/srep05122","title":"Current breast cancer proliferative markers correlate variably based on decoupled duration of cell cycle phases","year":2014,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Mitosis; Cell cycle; Decorrelation; Pathology; Breast cancer; Correlation; Stain; Biology; Cell; Cancer; Medicine; Staining; Mathematics; Cell biology; Statistics; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00271886,0.0003650626,0.0005243644,0.002568453,0.0002008319,0.0009227709,0.0005157433,0.0004586405,0.001019952],"category_scores_gemma":[0.007260482,0.0004367139,0.0004116968,0.003005701,0.0005177386,0.0006591201,0.0005556007,0.0004232331,0.0004278119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113914,"about_ca_system_score_gemma":0.0004402605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000666594,"about_ca_topic_score_gemma":0.001394343,"domain_scores_codex":[0.9980139,0.0006091523,0.0002018546,0.0003944199,0.0006903298,0.00009038307],"domain_scores_gemma":[0.992713,0.003758546,0.002508667,0.0003624301,0.0005842262,0.00007306854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001015841,0.0001156636,0.734762,0.001142947,0.0007809577,0.0001579171,0.0006071488,0.004171518,0.04392452,0.001620512,0.0003943005,0.2113066],"study_design_scores_gemma":[0.00002671414,0.0006115309,0.935945,0.0002248296,0.0006806861,0.0015988,0.000631539,0.004887659,0.04174136,0.003966013,0.00961443,0.00007155417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8469786,0.1034544,0.03922299,0.0006876269,0.00008024232,0.00008052297,0.001224313,0.0001614438,0.008109936],"genre_scores_gemma":[0.9729057,0.01836111,0.006728989,0.00009143193,0.0000854254,0.00007364243,0.0007807915,0.00002303473,0.0009499115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271886,"threshold_uncertainty_score":0.01437891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005506430984943645,"score_gpt":0.2484279040835732,"score_spread":0.2429214730986296,"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."}}