{"id":"W2334177902","doi":"10.6000/1927-7229.2016.05.01.4","title":"Mutagenesis Associated with DNA-Damage-Stress Response","year":2016,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Medicine; Harm; Disease; Intensive care medicine; Cancer; Stage (stratigraphy); Clinical trial; Internal medicine; Oncology; Psychology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003321195,0.0003889886,0.0003317186,0.0005273746,0.0004495742,0.0003809662,0.0003562285,0.0007157067,0.004085234],"category_scores_gemma":[0.0005375464,0.0001351544,0.0005927628,0.0002141016,0.0002761126,0.0002930542,0.0004452222,0.0007416388,0.0007860658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770176,"about_ca_system_score_gemma":0.0002499381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004785355,"about_ca_topic_score_gemma":0.0004604046,"domain_scores_codex":[0.9996289,0.0001114985,0.00002923888,0.00009962007,0.00007037479,0.00006029599],"domain_scores_gemma":[0.9996146,0.00007240177,0.0001428656,0.00005541103,0.00006170203,0.00005294876],"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":[0.0003861016,0.000165851,0.00718509,0.0003792192,0.000108284,0.001891057,0.000143151,0.0005365841,0.9756875,0.001894745,0.00144566,0.01017665],"study_design_scores_gemma":[0.00005039983,0.001607833,0.08744452,0.0001980461,0.0002569204,0.0143853,0.0005357133,0.005682424,0.8574087,0.005623929,0.0266913,0.0001148522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306898,0.02005395,0.03079268,0.002863443,0.001164333,0.0002919464,0.00191269,0.0007072468,0.0115238],"genre_scores_gemma":[0.9886652,0.002933149,0.003284204,0.0006132611,0.00006169861,0.0000528348,0.0007455704,0.00005645182,0.003587636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004085234,"threshold_uncertainty_score":0.01366651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211763363097218,"score_gpt":0.2806841326802853,"score_spread":0.2685664990493131,"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."}}