{"id":"W54070097","doi":"10.1007/0-306-47452-2_4","title":"Stability, Characterization, Formulation, and Delivery System Development for Transforming Growth Factor-Beta1","year":2002,"lang":"en","type":"review","venue":"Pharmaceutical biotechnology","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Transforming growth factor; In vivo; Growth factor; Delivery system; In vitro; Cell biology; Biology; Pharmacology; Biotechnology; Receptor; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0008470095,0.0008723369,0.001058195,0.001318323,0.0002898316,0.0007199885,0.0008930703,0.0008064928,0.0007014283],"category_scores_gemma":[0.0006212859,0.000387507,0.0003683432,0.001157617,0.000421419,0.0008278693,0.0002661727,0.0008124773,0.0009048924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643036,"about_ca_system_score_gemma":0.000600906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176074,"about_ca_topic_score_gemma":0.001411929,"domain_scores_codex":[0.9996396,0.00004249347,0.00004693865,0.0000550283,0.0001924853,0.00002343042],"domain_scores_gemma":[0.9996799,0.000122935,0.00008495588,0.000014166,0.00008603555,0.00001202168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002375276,0.0002210958,0.0002168335,0.005259234,0.00005580285,0.0004338053,0.00008144378,0.0008593712,0.1968114,0.001474659,0.002776204,0.7915726],"study_design_scores_gemma":[0.00008425822,0.001243134,0.002265715,0.000603813,0.0002939989,0.0062075,0.00009030247,0.001605434,0.4526025,0.001026736,0.5339124,0.00006416131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008412329,0.9824089,0.006765865,0.0001654694,0.0001609706,0.00004416507,0.00004956585,0.00004825715,0.001944452],"genre_scores_gemma":[0.02758208,0.9559967,0.009108335,0.0002410589,0.0001582105,0.00007433488,0.0001987479,0.00002345547,0.006617168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001318323,"threshold_uncertainty_score":0.00481993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07388939125644998,"score_gpt":0.2946438039040755,"score_spread":0.2207544126476255,"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."}}