{"id":"W4226247541","doi":"10.2139/ssrn.4084241","title":"3D Bioprinting of Cartilaginous Templates for Large Bone Defect Healing","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Template; Bone healing; 3D bioprinting; Computer science; Biomedical engineering; Anatomy; Materials science; Medicine; Nanotechnology; Tissue engineering","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":[0.0003264374,0.0003339569,0.0003010236,0.0004201867,0.0001904827,0.0005386465,0.0003509884,0.0007372782,0.001621745],"category_scores_gemma":[0.0004231294,0.0002741746,0.0004532766,0.000231572,0.0002954987,0.0003157438,0.0004394014,0.0005681818,0.0005112588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052522,"about_ca_system_score_gemma":0.0002142703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002323598,"about_ca_topic_score_gemma":0.0007135131,"domain_scores_codex":[0.9996943,0.00002527608,0.00002119414,0.00004843296,0.0001753912,0.00003529206],"domain_scores_gemma":[0.9996914,0.0001133488,0.00007654211,0.00006697082,0.00002661947,0.00002527905],"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":[0.0001217962,0.00007478594,0.0005652177,0.000302827,0.00003409765,0.0007277625,0.0001315291,0.006626688,0.9555149,0.0009348947,0.0005314121,0.03443414],"study_design_scores_gemma":[0.00007146416,0.0008196982,0.008350586,0.0001097085,0.0001259048,0.005094976,0.0001368643,0.05825725,0.9091653,0.001086325,0.01669046,0.00009155586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8283587,0.007284235,0.1495461,0.0001931461,0.0005369314,0.0001569064,0.0003838914,0.00127929,0.01226091],"genre_scores_gemma":[0.9593399,0.0008851841,0.03633568,0.00009420879,0.00004579248,0.00006681067,0.00009905025,0.0001088855,0.003024549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001621745,"threshold_uncertainty_score":0.005425334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009956497977717036,"score_gpt":0.2564583350487845,"score_spread":0.2465018370710675,"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."}}