{"id":"W2767599002","doi":"10.1093/neuonc/nox168.1101","title":"SCDT-18. EXPRESSION OF ABC TRANSPORTERS AS PROGNOSTIC BIOMARKERS FOR GLIOBLASTOMA","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Glioblastoma; ATP-binding cassette transporter; Transporter; Expression (computer science); Computational biology; Cancer research; Biology; Computer science; Genetics; Gene","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":[0.001341127,0.0003343031,0.0005486944,0.0009932001,0.0001600361,0.0005602695,0.0002071433,0.0003784941,0.001558719],"category_scores_gemma":[0.001860215,0.0001420918,0.0005668714,0.001258395,0.0002973588,0.0002894695,0.0002751427,0.0005628864,0.0004633534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991374,"about_ca_system_score_gemma":0.0004237191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133161,"about_ca_topic_score_gemma":0.001550639,"domain_scores_codex":[0.999461,0.0001526984,0.00004975342,0.000101637,0.0001619623,0.00007297052],"domain_scores_gemma":[0.9984822,0.0004101838,0.000632266,0.0000516439,0.0002401114,0.0001836192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003467931,0.00008097242,0.9399293,0.000244101,0.0003968879,0.0002660666,0.00006868816,0.0006605138,0.01198335,0.000140506,0.001126521,0.04163513],"study_design_scores_gemma":[0.000115464,0.0009718971,0.976926,0.0000542317,0.0004824592,0.001272161,0.00007560899,0.006100725,0.007779382,0.000757661,0.005437668,0.00002670374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818305,0.0121893,0.001990066,0.0004397733,0.0001124717,0.00004571625,0.001794948,0.00007151945,0.001525681],"genre_scores_gemma":[0.9952843,0.001182441,0.001104819,0.00008873962,0.000062253,0.00004023689,0.001302031,0.00001099328,0.0009241323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001558719,"threshold_uncertainty_score":0.007092595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543192807226448,"score_gpt":0.3186888894094012,"score_spread":0.2932569613371367,"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."}}