{"id":"W1990552062","doi":"10.1021/bm060160o","title":"Properties of Porcine and Recombinant Human Collagen Matrices for Optically Clear Tissue Engineering Applications","year":2006,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Self-healing hydrogels; In vivo; Biophysics; Tissue engineering; Chemistry; Carbodiimide; Neurite; Biomedical engineering; Materials science; In vitro; Polymer chemistry; Biochemistry","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":[0.00009355443,0.00008522187,0.0001222609,0.00006533989,0.000106172,0.00006279722,0.00007802211,0.00004371908,0.00003373309],"category_scores_gemma":[0.00001154379,0.00007669676,0.00002041772,0.0001129779,0.00004230731,0.00007517476,0.00002735588,0.000009861582,0.000007873765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001825661,"about_ca_system_score_gemma":0.00001746963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000514211,"about_ca_topic_score_gemma":0.00001147702,"domain_scores_codex":[0.9993851,0.00001080645,0.0002340615,0.0001670003,0.00008345237,0.0001195406],"domain_scores_gemma":[0.9996678,0.00001329826,0.00009840575,0.0001078709,0.00008171731,0.00003088292],"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":[0.00001799165,0.00004463606,0.000027492,0.0001206349,0.000002799442,8.736223e-7,0.00003050237,0.000009110108,0.9969043,0.002455303,0.00005653231,0.0003297812],"study_design_scores_gemma":[0.0002115735,0.00008967168,0.002556909,0.0000270177,0.0000170867,0.00001093394,0.00003064694,0.0002122321,0.990339,0.0000767177,0.006323149,0.0001051002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919512,0.0002914082,0.006907874,0.0001181402,0.0000646723,0.0004692903,0.00002709025,0.00006442785,0.0001058652],"genre_scores_gemma":[0.9952763,0.0000150729,0.00423347,0.00000760048,0.00005749776,0.000107784,0.00002542286,0.00001487337,0.0002619461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006565383,"threshold_uncertainty_score":0.3127603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00945588098192261,"score_gpt":0.2279755854783732,"score_spread":0.2185197044964506,"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."}}