{"id":"W6893485815","doi":"10.5281/zenodo.3541159","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":[0.000882979,0.001921012,0.003146735,0.009541677,0.003913879,0.009680702,0.004318455,0.004953926,0.9104609],"category_scores_gemma":[0.005801366,0.001445911,0.002246882,0.01167796,0.001175966,0.006430579,0.003508236,0.002689678,0.8362179],"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":0.01037919,"about_ca_topic_score_gemma":0.01009162,"domain_scores_codex":[0.998247,0.0001008003,0.0002077731,0.0002726439,0.0009467436,0.0002250627],"domain_scores_gemma":[0.9958376,0.0005060056,0.000213894,0.0004025917,0.002315089,0.0007247898],"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":[0.0000477263,0.00003354629,0.00009777841,0.001125947,0.00001112494,0.0001082804,0.00001882011,0.00004746249,0.000359287,0.001374418,0.9754838,0.02129173],"study_design_scores_gemma":[0.00004373822,0.00001865273,0.0007150979,0.000354345,0.00001391528,0.0001478299,0.00002680281,0.00004607551,0.0003330926,0.001032629,0.9972501,0.00001775304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005787928,0.00722465,0.001263082,0.006393056,0.03962853,0.000711934,0.2482612,0.004133103,0.6918057],"genre_scores_gemma":[0.005065296,0.007184978,0.002363791,0.003584774,0.006053218,0.0006400024,0.2228822,0.002462475,0.7497634],"genre_candidate":"other","genre_consensus":"other","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."}}