{"id":"W4384957399","doi":"","title":"Biomarqueurs, recherche translationnelle et thérapie personalisée en cancérologie","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":"Medicine","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":[0.01067732,0.0009450259,0.002038307,0.001464601,0.001383177,0.007936995,0.001115667,0.003497128,0.03216548],"category_scores_gemma":[0.01363222,0.0005215349,0.001468058,0.001811853,0.002752082,0.002553725,0.002009319,0.004839559,0.009205285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002893319,"about_ca_system_score_gemma":0.005812994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005905107,"about_ca_topic_score_gemma":0.004375705,"domain_scores_codex":[0.9947938,0.002658642,0.0002460054,0.0005830484,0.001386818,0.0003317238],"domain_scores_gemma":[0.993354,0.003518843,0.0003920694,0.0008860736,0.001380597,0.0004684293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001572833,0.0004353816,0.004154633,0.004478734,0.0003530451,0.0008980073,0.00194144,0.002792792,0.04711311,0.09218204,0.1062798,0.7377983],"study_design_scores_gemma":[0.0004149531,0.0007371433,0.006098054,0.001265099,0.0002869382,0.002408502,0.0008743669,0.00240016,0.03857313,0.04354354,0.9032971,0.0001009116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0474938,0.5082212,0.1083461,0.165367,0.0146422,0.0007886052,0.004135841,0.002191596,0.1488137],"genre_scores_gemma":[0.3300663,0.3211597,0.1076104,0.02804314,0.01533719,0.001420422,0.003970054,0.001278547,0.1911144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03216548,"threshold_uncertainty_score":0.1076043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656872225187269,"score_gpt":0.2829430440509024,"score_spread":0.2363743217990297,"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."}}