{"id":"W2031496734","doi":"10.3390/ma6020637","title":"Advanced Strategies for Articular Cartilage Defect Repair","year":2013,"lang":"en","type":"review","venue":"Materials","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Health Research Board","keywords":"Hyaline cartilage; Tissue engineering; Articular cartilage repair; Cartilage; Articular cartilage; Biomaterial; Context (archaeology); Regenerative medicine; Chondrogenesis; Progenitor cell; Biomedical engineering; Regeneration (biology); Materials science; Stem cell; Cell biology; Medicine; Biology; Osteoarthritis; Anatomy; Pathology","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":[0.000168144,0.0003999247,0.001972151,0.00007804083,0.0000543496,0.00009002322,0.0000634586,0.0002662133,0.0006145824],"category_scores_gemma":[0.00004550981,0.0002784793,0.000769868,0.00005530565,0.00002486372,0.00009923449,0.00003124731,0.00005088929,0.0004793358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007358946,"about_ca_system_score_gemma":0.0001828569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003659887,"about_ca_topic_score_gemma":0.00000269854,"domain_scores_codex":[0.9985208,0.00008082975,0.0005379301,0.0003892586,0.0001256603,0.0003455337],"domain_scores_gemma":[0.9991403,0.00005609496,0.0002097954,0.0004281292,0.00006071861,0.0001049729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00010395,0.0001478413,1.766787e-7,0.06807711,0.000398238,0.0002066529,0.00006671201,6.634186e-8,0.03445543,0.004488203,0.002093668,0.889962],"study_design_scores_gemma":[0.0009856727,0.001127907,8.410817e-8,0.00842745,0.002567333,0.00008300543,0.00003550626,3.840425e-8,0.0146994,0.0002611523,0.9715545,0.0002579266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00158493,0.9917389,0.00003162064,0.000005433203,0.0008363965,0.004883092,0.0001888033,0.0002712436,0.0004596403],"genre_scores_gemma":[0.000157137,0.9896032,0.002492751,0.00003161605,0.0004101837,0.003481353,0.0008432647,0.000111125,0.00286934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9694608,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370176548788721,"score_gpt":0.3336737442724957,"score_spread":0.2899719787846085,"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."}}