{"id":"W2575387033","doi":"","title":"DESIGN, DEVELOPMENT AND VALIDATION OF A NEW COMPOSITE HYDROGEL FOR BONE TISSUE ENGINEERING","year":2017,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery-british Volume","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Self-healing hydrogels; Biomedical engineering; Tissue engineering; Materials science; Mesenchymal stem cell; Biomaterial; Regeneration (biology); Regenerative medicine; Stem cell; Cell biology; Nanotechnology; Biology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008251598,0.0001208739,0.0006754195,0.0001599682,0.0001475145,0.0002594478,0.00004618223,0.0000798901,0.00001916018],"category_scores_gemma":[0.0001722777,0.000135592,0.0001276782,0.00002832828,0.00003248141,0.0003954061,0.00006798711,0.0001031949,0.000002181852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002453992,"about_ca_system_score_gemma":0.00005774789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629779,"about_ca_topic_score_gemma":0.00001852848,"domain_scores_codex":[0.9985965,0.00001341943,0.0008769628,0.0001229221,0.0002097974,0.0001803894],"domain_scores_gemma":[0.9986725,0.00009192602,0.0008595808,0.0001186839,0.0001095291,0.0001477842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004805648,0.0003494486,0.1575179,0.001721224,0.0006076181,0.007913863,0.0007106211,0.00004684006,0.2843599,0.00006158761,0.09783163,0.4483988],"study_design_scores_gemma":[0.001905188,0.0002150584,0.4500018,0.002287951,0.000171743,0.04567986,0.00004717899,0.0004154095,0.4732196,0.0004469545,0.02507129,0.000537984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635609,0.001380818,0.03436957,0.00009890748,0.000390883,0.0001534466,0.00001456749,0.00001666727,0.00001425918],"genre_scores_gemma":[0.962565,0.0002793174,0.03600944,0.00002617205,0.0001193959,0.000003578216,0.000007602137,0.0000218296,0.0009676596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478608,"threshold_uncertainty_score":0.5529282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269470687566506,"score_gpt":0.2719958696060595,"score_spread":0.2293011627303944,"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."}}