{"id":"W2319928160","doi":"10.1371/journal.pone.0120253","title":"Design and Characterization of a Membrane Protein Unfolding Platform in Lipid Bilayers","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Cystic Fibrosis Canada","keywords":"Lipid bilayer; Characterization (materials science); Biophysics; Chemistry; Membrane protein; Membrane; Materials science; Nanotechnology; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003022464,0.0002458162,0.0001971882,0.0001317228,0.0002121326,0.0002061522,0.000222849,0.0003003554,0.0002506767],"category_scores_gemma":[0.0002851123,0.0001352803,0.0001710963,0.0001080222,0.0001924114,0.0002677418,0.0002382094,0.00043514,0.0003016398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125729,"about_ca_system_score_gemma":0.0003314811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004918049,"about_ca_topic_score_gemma":0.0005107613,"domain_scores_codex":[0.9998797,0.00002456459,0.00001069011,0.00001878343,0.00004772891,0.00001846819],"domain_scores_gemma":[0.9998544,0.00002215038,0.00003592123,0.00001773576,0.00003881549,0.00003095599],"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":[0.00001017796,0.00000778205,0.00004797206,0.000009928905,7.352394e-7,0.00001349929,0.000009423107,0.0002579377,0.9991804,0.00007921567,0.000004767517,0.0003782049],"study_design_scores_gemma":[0.000005153712,0.0001384342,0.0005080573,0.000003232908,0.000002463257,0.00005216335,0.0000148264,0.003299027,0.994842,0.00004895613,0.001081581,0.000004150708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654142,0.0002523372,0.03316869,0.0001119584,0.0000112254,0.000173328,0.0001944861,0.00011838,0.0005553222],"genre_scores_gemma":[0.9322807,0.0005133811,0.064827,0.00003092369,0.00000662565,0.0001537757,0.0005294039,0.00004654497,0.001611633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004918049,"threshold_uncertainty_score":0.002267838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890725974849402,"score_gpt":0.2321710976551819,"score_spread":0.1832638379066879,"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."}}