{"id":"W2112046887","doi":"10.5966/sctm.2013-0137","title":"Concise Review: Identifying Limbal Stem Cells: Classical Concepts and New Challenges","year":2013,"lang":"en","type":"review","venue":"Stem Cells Translational Medicine","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Stem cell; Biology; Cornea; Cell biology; Limbal stem cell; Identification (biology); Neuroscience; Corneal epithelium; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005213454,0.0008936194,0.00397132,0.000234816,0.000114163,0.00001995213,0.0001777474,0.0004851714,0.001077729],"category_scores_gemma":[0.00001229444,0.0006114312,0.0005887713,0.0003208142,0.0003019779,0.0001123816,0.00004035304,0.0006961038,0.0003800122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106377,"about_ca_system_score_gemma":0.0005175855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002129904,"about_ca_topic_score_gemma":0.000006428997,"domain_scores_codex":[0.995555,0.0003075418,0.001619718,0.0009900653,0.001020693,0.0005069884],"domain_scores_gemma":[0.9966649,0.0012252,0.0005645982,0.0005110496,0.0001483091,0.0008859273],"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":[0.00003079939,0.00009454697,0.00001015445,0.06710566,0.0005150168,0.0002041577,0.000147869,9.163314e-8,0.000007654982,0.0001409682,0.01023302,0.92151],"study_design_scores_gemma":[0.001679004,0.0003007315,0.00002106539,0.1328651,0.004676052,0.0002792845,0.00004755217,0.000006411848,0.00001502126,0.0000324177,0.8596819,0.0003954578],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001632607,0.9913166,0.00004252865,0.002576978,0.001028342,0.002930558,0.00006760645,0.00009451253,0.001926547],"genre_scores_gemma":[0.0001187388,0.9905164,0.000101787,0.0004174119,0.001141181,0.0001612679,0.0002309377,0.0001010385,0.007211277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9211146,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2182446686020529,"score_gpt":0.3854211618895096,"score_spread":0.1671764932874567,"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."}}