{"id":"W4417537257","doi":"10.1016/j.mtbio.2025.102688","title":"Cartilage organoids bridging bench to bedside: A steroid-free strategy for early osteoarthritis repair","year":2025,"lang":"en","type":"article","venue":"Materials Today Bio","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Bridging (networking); Osteoarthritis; Bench to bedside; Organoid; Cartilage","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003726922,0.0003333472,0.0006442149,0.0002367987,0.0002042514,0.0001634066,0.0001785308,0.0001992604,0.000420903],"category_scores_gemma":[0.0001703086,0.0003181669,0.0001697723,0.0002573525,0.00004129044,0.0001322118,0.0001603125,0.00008218544,0.0001180771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055233,"about_ca_system_score_gemma":0.0001514841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000942126,"about_ca_topic_score_gemma":0.0001457023,"domain_scores_codex":[0.9979603,0.00007116126,0.0005575888,0.0005881708,0.0002271528,0.0005956198],"domain_scores_gemma":[0.9987175,0.00005251596,0.00008313725,0.0007714237,0.0001588545,0.0002165761],"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":[0.0006375336,0.0001049881,0.0008738617,0.0002058657,0.00004523765,0.0001325383,0.0002573271,5.918131e-7,0.9767391,0.0009525644,0.005481401,0.01456898],"study_design_scores_gemma":[0.006067612,0.004359985,0.001940643,0.0005221426,0.0002151334,0.00003417284,0.0001574048,0.000001027068,0.9788463,0.0006919259,0.006875871,0.0002878357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922765,0.0004061788,0.0002443856,0.001118757,0.001196309,0.002336594,0.0004511067,0.0004113201,0.001558856],"genre_scores_gemma":[0.9842644,0.00001520352,0.002891052,0.001068585,0.0003933473,0.0004614932,0.000201653,0.00006089533,0.01064332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428114,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382719714765707,"score_gpt":0.2680128669023709,"score_spread":0.2541856697547138,"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."}}