{"id":"W4384963386","doi":"","title":"Puces à ADN et signature génomique dans le cancer du sein","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Computer science","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":[0.001027163,0.0005492936,0.0009899141,0.001592818,0.00118227,0.00229302,0.0003562404,0.001498134,0.01126408],"category_scores_gemma":[0.003974988,0.0003246778,0.0006328775,0.001071103,0.0008919839,0.000978227,0.0008548504,0.001917933,0.001546137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767675,"about_ca_system_score_gemma":0.001519644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160611,"about_ca_topic_score_gemma":0.007329613,"domain_scores_codex":[0.9991009,0.0001686167,0.00005860748,0.0002382684,0.0002558147,0.0001778174],"domain_scores_gemma":[0.9987442,0.0005965522,0.0001356346,0.0001057696,0.000235827,0.0001819716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007119528,0.0001940505,0.2382111,0.001491412,0.000535779,0.02279527,0.00299022,0.01183631,0.1667883,0.08589581,0.03565046,0.4264917],"study_design_scores_gemma":[0.0005426823,0.0007554169,0.3034801,0.0006738587,0.0006418634,0.08209176,0.003139165,0.02611761,0.120035,0.09168336,0.3706249,0.0002141732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339951,0.04508078,0.01969407,0.02450248,0.002424921,0.0001292313,0.005452266,0.0008063469,0.06791472],"genre_scores_gemma":[0.9571832,0.00517563,0.004910328,0.0009841947,0.0005179061,0.00006101267,0.001535589,0.0001388053,0.02949333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160611,"threshold_uncertainty_score":0.03768212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059085997237044,"score_gpt":0.2318657036273123,"score_spread":0.2212748436549418,"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."}}