{"id":"W3092483879","doi":"","title":"Adipose Tissue Extract for Wound Healing : Operating room preparation, in vitro and clinical use","year":2020,"lang":"fi","type":"article","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wound healing; Adipose tissue; In vitro; Biomedical engineering; Medicine; Chemistry; Surgery; Internal medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005018954,0.0005083014,0.0009097435,0.0005074963,0.001725354,0.0001804294,0.0003647804,0.0006552781,0.00004994623],"category_scores_gemma":[0.0008517352,0.0006474496,0.0003614501,0.000693526,0.0006416312,0.001625281,0.0002907001,0.0009760667,0.00002188657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111842,"about_ca_system_score_gemma":0.002331475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075802,"about_ca_topic_score_gemma":0.0002053955,"domain_scores_codex":[0.9964765,0.0004980817,0.0007087927,0.00123893,0.0004370962,0.0006405801],"domain_scores_gemma":[0.9967111,0.001070814,0.0003270527,0.0003937703,0.0005695804,0.0009276504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0686877,0.006612454,0.4793449,0.004685384,0.00574707,0.06091307,0.02327409,0.01584312,0.2268769,0.06867841,0.01066846,0.0286684],"study_design_scores_gemma":[0.01439078,0.001593698,0.02698632,0.001424621,0.001733575,0.000372536,0.009992131,0.03212932,0.004551712,0.00001207325,0.9049655,0.001847787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838258,0.0005979169,0.003897339,0.001628886,0.001044126,0.001318604,0.0002644574,0.0001814128,0.007241437],"genre_scores_gemma":[0.9789007,0.0004373903,0.002541496,0.0004103721,0.00123086,5.419503e-7,0.0002001951,0.00003310602,0.01624535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.894297,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105351995255874,"score_gpt":0.271390185864207,"score_spread":0.2303366659116483,"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."}}