{"id":"W3134410153","doi":"10.1002/biot.202000250","title":"Biofabrication of a three dimensional human‐based personalized neurofibroma model","year":2021,"lang":"en","type":"article","venue":"Biotechnology Journal","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Neurofibromin 1; Neurofibroma; Neurofibromatosis; Spheroid; In vitro; Cell biology; Biology; Phenotype; Crosstalk; Cancer research; Computational biology; Gene; Genetics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001351682,0.0001436265,0.0003564705,0.0002681357,0.000159698,0.00001510408,0.0001168941,0.0002666524,0.0002142388],"category_scores_gemma":[0.0001462547,0.0001231376,0.0002219922,0.0003215192,0.0002614002,0.00005206155,0.00006132252,0.0004402396,0.000009497285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003445561,"about_ca_system_score_gemma":0.0003577613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002467744,"about_ca_topic_score_gemma":0.000001429633,"domain_scores_codex":[0.998763,0.00004751503,0.0004136209,0.0002504999,0.0003070113,0.0002183868],"domain_scores_gemma":[0.9990159,0.00004011949,0.0002365902,0.0003486339,0.0002507417,0.0001080759],"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":[0.0001185346,0.0002618188,0.003880257,0.00003370034,0.00004867184,0.0006071799,0.000006976662,0.00005144919,0.9896736,0.003402617,0.001024324,0.0008908537],"study_design_scores_gemma":[0.003590919,0.0008191486,0.01785468,0.0002384682,0.0001867187,0.01312101,0.00003275941,0.021656,0.939054,0.002199335,0.001043583,0.0002034149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850156,0.0009213555,0.004679546,0.008972751,0.00008645904,0.00009372584,0.00001285325,0.00007628356,0.0001414115],"genre_scores_gemma":[0.9841568,0.00002810652,0.01514455,0.0004299222,0.00004896183,0.000003716435,0.00001431239,0.0000220688,0.0001514921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05061964,"threshold_uncertainty_score":0.5021406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901561691289423,"score_gpt":0.2824232049748451,"score_spread":0.2434075880619508,"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."}}