{"id":"W2336014147","doi":"10.1145/2896338.2896367","title":"QnGene","year":2016,"lang":"en","type":"article","venue":"","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Field (mathematics); Process (computing); Data mining; Scale (ratio); Programming language; Mathematics; Cartography","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":[0.001974446,0.001522431,0.001597367,0.001451401,0.001241298,0.002626846,0.003730253,0.001704602,0.2411683],"category_scores_gemma":[0.005138929,0.001182224,0.001530846,0.001872291,0.0006948379,0.002234205,0.00310492,0.002241784,0.2247025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140855,"about_ca_system_score_gemma":0.001666297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286653,"about_ca_topic_score_gemma":0.003676753,"domain_scores_codex":[0.9985982,0.0002006948,0.00009331811,0.0005522884,0.0004155838,0.0001398996],"domain_scores_gemma":[0.9985307,0.0004451665,0.00009278065,0.0004399371,0.0003317268,0.0001596886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001209365,0.0001494534,0.003692044,0.001865958,0.0001694276,0.0002612635,0.0003452973,0.002205088,0.02955261,0.02082901,0.7886095,0.151111],"study_design_scores_gemma":[0.0002985098,0.00008965191,0.002008481,0.000122367,0.00004125024,0.0002531058,0.00005580434,0.00719628,0.010677,0.01688539,0.9623166,0.00005565977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.008107695,0.001993278,0.2380233,0.002420235,0.001934809,0.000760515,0.2115904,0.4264474,0.1087224],"genre_scores_gemma":[0.04645303,0.001555912,0.1983209,0.00507405,0.0004199641,0.001866729,0.483897,0.1289207,0.1334918],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2411683,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937247308706345,"score_gpt":0.2424686300241883,"score_spread":0.2330961569371248,"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."}}