{"id":"W2058657378","doi":"10.1021/bm100299j","title":"PNIPAAm-Grafted-Collagen as an Injectable, In Situ Gelling, Bioactive Cell Delivery Scaffold","year":2010,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Scaffold; In situ; Chemistry; Biophysics; Drug delivery; Viability assay; Poly(N-isopropylacrylamide); Cell culture; Tissue engineering; Cell; Biomedical engineering; Biochemistry; Organic chemistry; Polymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001635667,0.0002887518,0.0003619415,0.0003027592,0.000103135,0.00004879045,0.0001353141,0.0002329804,0.0002337413],"category_scores_gemma":[0.00004030838,0.0002593458,0.0001339067,0.0005088533,0.000103576,0.0001666367,0.00006335253,0.0001546767,0.0003548026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007033195,"about_ca_system_score_gemma":0.0001824814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467127,"about_ca_topic_score_gemma":0.001485732,"domain_scores_codex":[0.9983889,0.00006532291,0.0003023479,0.0005287836,0.0002546072,0.0004599763],"domain_scores_gemma":[0.9989731,0.00007077041,0.00009978225,0.0004486869,0.00009384898,0.0003138683],"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":[0.0004825603,0.001331269,0.03841438,0.00003429037,0.0000776244,0.002010097,0.0003094428,6.727207e-7,0.9484229,0.00007871108,0.0001744534,0.008663617],"study_design_scores_gemma":[0.0019482,0.0005803832,0.07473665,0.00006033708,0.0001212971,0.0002044544,0.0001632491,0.00005658024,0.9184573,0.000284178,0.003042384,0.0003449649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849624,0.000442373,0.00001043062,0.00008828554,0.0002727792,0.000452384,0.00002528586,0.0001152073,0.01363084],"genre_scores_gemma":[0.9978704,0.00008449037,0.000761559,0.0002535666,0.0001065508,0.0000388194,0.0001207558,0.00004471951,0.0007191777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03632227,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050724993222429,"score_gpt":0.2597853920956155,"score_spread":0.2492781421633912,"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."}}