{"id":"W6968985549","doi":"10.5281/zenodo.3541160","title":"NPA_ref10154","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multiple drug resistance; Mechanism (biology); Colon carcinoma; Carcinoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000882979,0.001921014,0.003146735,0.00954169,0.003913879,0.009680712,0.004318459,0.004953929,0.9104609],"category_scores_gemma":[0.005801369,0.001445911,0.002246883,0.01167797,0.001175966,0.006430579,0.003508238,0.002689677,0.8362179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003858133,"about_ca_system_score_gemma":0.005939045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103792,"about_ca_topic_score_gemma":0.01009161,"domain_scores_codex":[0.998247,0.0001008002,0.0002077731,0.0002726442,0.0009467431,0.0002250627],"domain_scores_gemma":[0.9958376,0.0005060053,0.0002138938,0.0004025917,0.002315087,0.0007247888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004772625,0.00003354623,0.00009777841,0.001125948,0.00001112494,0.0001082806,0.00001882011,0.00004746249,0.0003592876,0.001374417,0.9754838,0.02129172],"study_design_scores_gemma":[0.00004373813,0.00001865271,0.0007150979,0.0003543452,0.00001391528,0.0001478302,0.00002680281,0.00004607551,0.0003330926,0.001032629,0.9972501,0.00001775304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005787935,0.007224649,0.001263083,0.006393059,0.03962851,0.0007119343,0.2482617,0.004133109,0.6918052],"genre_scores_gemma":[0.005065299,0.007184985,0.002363794,0.003584772,0.006053212,0.0006400027,0.2228825,0.00246248,0.7497631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9104609,"threshold_uncertainty_score":0.1277167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047851271048112,"score_gpt":0.2335763501485005,"score_spread":0.2130978374380194,"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."}}