{"id":"W2301049337","doi":"10.71781/4873","title":"Validation et conditionnement d'un test PAMPA amélioré pour l'évaluation de la perméabilité membranaire de médicaments","year":2014,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Université de Montréal; Université du Québec à Montréal","keywords":"Humanities; Philosophy; Molecular biology; Biology","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":[0.003261777,0.0008532461,0.0006889428,0.0008510472,0.0006462683,0.001085242,0.0007014053,0.001473058,0.002308538],"category_scores_gemma":[0.004521526,0.0005649735,0.0008449648,0.0006146248,0.0008207795,0.0008400693,0.0007809555,0.001262176,0.001033526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005791514,"about_ca_system_score_gemma":0.001195314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274182,"about_ca_topic_score_gemma":0.00382931,"domain_scores_codex":[0.9960176,0.001078748,0.0002930212,0.0006034697,0.001755552,0.0002514598],"domain_scores_gemma":[0.9968333,0.00101583,0.000412595,0.0002978362,0.001304645,0.0001358723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002555536,0.00008841531,0.0008915631,0.0003433668,0.00002332003,0.00007156785,0.0001774349,0.0005221961,0.987921,0.0001836027,0.0001816423,0.009340422],"study_design_scores_gemma":[0.00001462924,0.0008843858,0.003837263,0.00007215542,0.00004543366,0.0001243327,0.00009840501,0.002023749,0.9868971,0.00008286154,0.005891528,0.0000282676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.867777,0.006262716,0.1115515,0.0008193728,0.0003709962,0.001273506,0.001597376,0.0008005455,0.009547076],"genre_scores_gemma":[0.8359912,0.005789272,0.1387801,0.0006010652,0.00007342087,0.001828585,0.001796161,0.0002824407,0.01485775],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003274182,"threshold_uncertainty_score":0.01725012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005432681836503605,"score_gpt":0.2073701310483922,"score_spread":0.2019374492118886,"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."}}