{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000408468,0.0001606134,0.0001651083,0.00006314038,0.0001739727,0.00003955337,0.00007068996,0.00005236277,0.00007419271],"category_scores_gemma":[0.00006871709,0.0001338341,0.00008283564,0.0001564659,0.000166717,0.000007039853,0.00003848666,0.00004932266,0.000003026186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414263,"about_ca_system_score_gemma":0.0002053128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000045677,"about_ca_topic_score_gemma":0.00004839512,"domain_scores_codex":[0.9985547,0.00005724706,0.0003313167,0.0005930525,0.000266707,0.0001969871],"domain_scores_gemma":[0.9988337,0.00001935419,0.0003534202,0.0004811874,0.0002464519,0.00006588963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001401351,0.002082368,0.1656914,0.0002276473,0.0002519227,0.0000304649,0.0003555436,0.01520624,0.7580065,0.000039898,0.03449815,0.02220851],"study_design_scores_gemma":[0.002248045,0.0003419476,0.08501368,0.0002839592,0.0002050124,0.00006321598,0.00006090783,0.01192232,0.8855976,0.0004461657,0.01322839,0.0005886965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991553,0.0003129727,0.001890526,0.0001770092,0.004116134,0.0004147161,0.00006807911,0.00001978259,0.001447802],"genre_scores_gemma":[0.9991111,0.00001919444,0.000178922,0.00003758358,0.0001073353,0.00009012977,0.0002045621,0.00001340679,0.0002377538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275912,"threshold_uncertainty_score":0.5457595,"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."}}