{"id":"W3183597618","doi":"10.20944/preprints202107.0244.v1","title":"Transporters Beam Signals from Cell Membranes","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cholesterol and Lipid Metabolism","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Cell biology; Membrane; Cytoplasm; Lipid microdomain; Transporter; ATP-binding cassette transporter; Cell signaling; Cell; Cell membrane; Chemistry; Signal transduction; Biology; Biochemistry; Gene","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":[0.0004774418,0.0007621907,0.0009670882,0.0006786699,0.0006275178,0.003001429,0.0003708887,0.002160884,0.009864199],"category_scores_gemma":[0.000665583,0.0002978136,0.0006713974,0.0006176269,0.0006892098,0.002257306,0.001170658,0.002435923,0.008704597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023556,"about_ca_system_score_gemma":0.0008261682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005043931,"about_ca_topic_score_gemma":0.00034374,"domain_scores_codex":[0.9995509,0.00007665458,0.00002865482,0.00006516655,0.0002157064,0.00006303492],"domain_scores_gemma":[0.9997873,0.00003148449,0.00002858906,0.00002146408,0.00007838682,0.0000527768],"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":[0.0006524285,0.0000654433,0.001074106,0.00381971,0.0001883435,0.003853218,0.0006401809,0.001160304,0.6349483,0.1523241,0.05714341,0.1441305],"study_design_scores_gemma":[0.0001193643,0.0001711289,0.002639824,0.0005813427,0.0001112335,0.00396949,0.0004415478,0.002946668,0.2461091,0.05805235,0.6847648,0.00009305802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09819701,0.6162164,0.08724113,0.05319895,0.02137933,0.000233316,0.004176254,0.003515149,0.1158426],"genre_scores_gemma":[0.4766606,0.3450017,0.01979968,0.01029031,0.008152713,0.0002525488,0.004249343,0.0008031175,0.13479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009864199,"threshold_uncertainty_score":0.0329991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09020005241060261,"score_gpt":0.3194404441179082,"score_spread":0.2292403917073056,"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."}}