{"id":"W2769194478","doi":"10.21037/tau.2017.11.06","title":"Amnion/chorion grafts and their applications in urology","year":2017,"lang":"en","type":"letter","venue":"Translational Andrology and Urology","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Amnion; Computer science; Urology; Data science; Medicine; Pregnancy; Biology; Fetus","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":[0.0001614539,0.0002921696,0.0006367587,0.000296586,0.0001567608,0.000006078704,0.00008013014,0.001190895,0.00005863158],"category_scores_gemma":[0.00002233018,0.0002157244,0.00005282795,0.00005208812,0.0006663647,0.00003092586,0.00001911287,0.001492428,0.000005505267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006480125,"about_ca_system_score_gemma":0.00005675866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066539,"about_ca_topic_score_gemma":0.00003552854,"domain_scores_codex":[0.9987533,0.0001032521,0.0002682737,0.0004895609,0.00007474949,0.0003108429],"domain_scores_gemma":[0.9992896,0.0002829216,0.00008570012,0.0002267294,0.00004072731,0.00007430633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004272619,0.001193246,0.3458442,0.003537382,0.003774912,0.007214066,0.008924429,0.000939837,0.006865438,0.06513043,0.4475331,0.1047704],"study_design_scores_gemma":[0.001769907,0.0005768032,0.06037522,0.00001216198,0.0001494932,0.001667407,0.000004413169,0.000566363,0.000007680493,0.003705125,0.9309742,0.000191257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02972322,0.03872279,0.004863649,0.9251382,0.000359791,0.0005750383,0.00006244019,0.00005580921,0.0004990682],"genre_scores_gemma":[0.8971727,0.001179502,0.0002152483,0.09224138,0.003647563,0.0002106316,0.001820785,0.00005691137,0.003455298],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8674495,"threshold_uncertainty_score":0.9185272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554644039656156,"score_gpt":0.2571913185386839,"score_spread":0.2416448781421224,"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."}}