{"id":"W2969810453","doi":"","title":"Recombinant human collagen type I hydrogels as superior cell carriers for corneal epithelial stem cells and corneal transplantation.","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Collège de Maisonneuve; Université de Montréal","funders":"","keywords":"Self-healing hydrogels; Transplantation; Corneal transplantation; Stem cell; Cell biology; Cornea; Chemistry; Ophthalmology; Medicine; Biology; Surgery; Polymer chemistry","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":[0.0005097564,0.0002801657,0.0004859314,0.0001561684,0.0004595307,0.0000451734,0.0001766652,0.0001488853,0.0001821602],"category_scores_gemma":[0.00004301194,0.0002404457,0.00008272898,0.0005507887,0.001869652,0.0002328988,0.00005779551,0.0001324498,0.0001319276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424242,"about_ca_system_score_gemma":0.0007085168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909149,"about_ca_topic_score_gemma":0.000003761504,"domain_scores_codex":[0.9978697,0.000113539,0.0003437405,0.0007835028,0.0003153305,0.0005741341],"domain_scores_gemma":[0.9985885,0.0002845606,0.0001498197,0.0002137869,0.0002282197,0.0005351024],"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":[0.0004665761,0.0001711879,0.1260551,0.00009351268,0.00003766654,0.0007197871,0.001183074,0.00000507355,0.8709462,0.00009898046,0.00002139358,0.0002014805],"study_design_scores_gemma":[0.0026171,0.00591344,0.05340293,0.0000860526,0.0001444617,0.001470992,0.0004501776,0.0001630246,0.9344546,0.0008285157,0.0001625648,0.0003062054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963629,0.00006750376,9.698221e-7,0.00008849004,0.0007321278,0.001316705,0.00008426774,0.00003525132,0.001311844],"genre_scores_gemma":[0.9970366,0.00001358223,0.0002669827,0.0002013336,0.00004023512,0.00005918377,0.0000351607,0.00002498059,0.002321955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07265215,"threshold_uncertainty_score":0.980509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690602350888201,"score_gpt":0.320681224462792,"score_spread":0.28377520095391,"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."}}