{"id":"W2071686643","doi":"10.1158/1538-7445.am10-4709","title":"Abstract 4709: NXF2 is a Candidate Biomarker of Mechanical Stress in Breast Cancer","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Breast cancer; Stromal cell; Gene expression; Microarray; Cancer research; Cancer; Microarray analysis techniques; Gene expression profiling; Biomarker; Biology; Cell; Cell culture; Gene; Pathology; Medicine; 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":[0.0001932524,0.0003197756,0.0002712156,0.0005218464,0.0001889824,0.0003172785,0.0001260736,0.0003865252,0.004719581],"category_scores_gemma":[0.0002342528,0.0001013004,0.0001831335,0.0003828757,0.0001198145,0.0001019485,0.0001317412,0.0003151015,0.0007959066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395585,"about_ca_system_score_gemma":0.0001343814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007441424,"about_ca_topic_score_gemma":0.0008138926,"domain_scores_codex":[0.9998587,0.00002081863,0.000008362863,0.00004091111,0.00004578769,0.00002535794],"domain_scores_gemma":[0.9998857,0.00001941448,0.00003560458,0.000004743254,0.00002137014,0.00003319703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00169724,0.0001695913,0.1476471,0.0002476639,0.0001334755,0.0003825501,0.00005165301,0.0002332743,0.8306913,0.0001165475,0.002531221,0.01609832],"study_design_scores_gemma":[0.00005489993,0.0006291412,0.8771689,0.0000340388,0.00008974376,0.001958832,0.000130548,0.001535785,0.1120826,0.0001627019,0.006137639,0.00001530102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888087,0.003465324,0.00114564,0.0002850615,0.00007073526,0.00003181919,0.003911903,0.0000579364,0.002222856],"genre_scores_gemma":[0.9872049,0.0006426066,0.001732891,0.0001570741,0.00005275073,0.00008022031,0.005443316,0.000009454077,0.004676771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004719581,"threshold_uncertainty_score":0.01578861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663655143372924,"score_gpt":0.4123297219889749,"score_spread":0.3756931705552456,"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."}}