{"id":"W3200934236","doi":"10.1016/j.bulcan.2021.05.008","title":"Intérêt de l’outil web bc-GenExMiner en oncologie","year":2021,"lang":"fr","type":"review","venue":"Bulletin du Cancer","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research","keywords":"Breast cancer; Transcriptome; Prioritization; World Wide Web; Computer science; Computational biology; Medicine; Oncology; Bioinformatics; Gene; Cancer; Biology; Gene expression; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001430497,0.0009045476,0.001259685,0.001841864,0.0002787447,0.001918862,0.0009148323,0.001796919,0.01083443],"category_scores_gemma":[0.002132934,0.000315938,0.0006560761,0.00159685,0.0005470844,0.001820012,0.0009564137,0.002955137,0.008777611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009091712,"about_ca_system_score_gemma":0.001431301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022255,"about_ca_topic_score_gemma":0.001936261,"domain_scores_codex":[0.9994705,0.0001411388,0.00004350692,0.00008668283,0.0002105442,0.00004762832],"domain_scores_gemma":[0.99874,0.0007478179,0.00008614767,0.00007286866,0.0002589131,0.00009414442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009741096,0.00004119903,0.000162941,0.002634056,0.00005235953,0.0001137905,0.00003743548,0.0002609927,0.003040194,0.005034491,0.08294509,0.90558],"study_design_scores_gemma":[0.00002171935,0.00003085261,0.0004543636,0.0008530273,0.00004626493,0.0005963117,0.00001106268,0.0002233437,0.001856647,0.001220108,0.9946742,0.00001214038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004961233,0.9793645,0.005225688,0.003170108,0.002636904,0.00002469142,0.0002871871,0.0002924344,0.008502494],"genre_scores_gemma":[0.005809407,0.9467892,0.009900523,0.005217754,0.003901228,0.00008001907,0.001497109,0.0002111832,0.02659357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01083443,"threshold_uncertainty_score":0.03624475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115193536907757,"score_gpt":0.3260062575452144,"score_spread":0.2948543221761368,"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."}}