{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136269,0.0002403116,0.000115042,0.0002397458,0.0001090104,0.0004040836,0.0001514764,0.0002738081,0.000948921],"category_scores_gemma":[0.0002676555,0.00009721696,0.0001173061,0.0001592735,0.0001670067,0.0004458744,0.0001532808,0.0002840477,0.0002303854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010293,"about_ca_system_score_gemma":0.0002711838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009997155,"about_ca_topic_score_gemma":0.001614605,"domain_scores_codex":[0.999874,0.00003557484,0.000009813421,0.00001911008,0.00003849571,0.00002305164],"domain_scores_gemma":[0.9998465,0.0000496377,0.00004450309,0.000007950739,0.00002534863,0.0000260249],"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":[0.0001564983,0.00002319104,0.0001247018,0.0001338035,0.000004911396,0.00006596239,0.00003068461,0.0001928177,0.9926846,0.0003602927,0.0002171467,0.006005372],"study_design_scores_gemma":[0.00001994903,0.0002015378,0.0005121345,0.00001973759,0.00002198511,0.0001434502,0.00003189688,0.001322375,0.9935221,0.00006924335,0.004129433,0.000006267065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524663,0.02276262,0.01712263,0.0003395799,0.000342241,0.0001190767,0.0006948314,0.0002057085,0.005946981],"genre_scores_gemma":[0.9820819,0.004885869,0.009008661,0.00007015316,0.00003171534,0.00005289412,0.0002564005,0.0000376769,0.003574762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009997155,"threshold_uncertainty_score":0.003174484,"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."}}