{"id":"W4411372946","doi":"10.1080/03008207.2025.2512940","title":"Synovial joint organ homeostasis: mechanisms and biological considerations","year":2025,"lang":"en","type":"review","venue":"Connective Tissue Research","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry; Canadian Institutes of Health Research","keywords":"Homeostasis; Synovial joint; Synovial fluid; Joint (building); Medicine; Biology; Cell biology; Osteoarthritis; Articular cartilage; Pathology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001043165,0.0004052238,0.001873793,0.0007504654,0.0004552375,0.0000907685,0.0001005202,0.0005622946,0.001065733],"category_scores_gemma":[0.003294871,0.0002821831,0.0002029284,0.0006921618,0.0003901733,0.00003925347,0.0003354916,0.001006133,0.00026065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933598,"about_ca_system_score_gemma":0.001482524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004096495,"about_ca_topic_score_gemma":0.00001141718,"domain_scores_codex":[0.9966259,0.001020514,0.0004734296,0.0008873789,0.0004424969,0.000550292],"domain_scores_gemma":[0.9956467,0.00294247,0.00008004547,0.0005365963,0.0005017927,0.0002924316],"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":[0.00004769156,0.0003622534,0.00000350541,0.009355438,0.0009600091,0.001006098,0.0001299038,1.301422e-8,0.00004606559,0.06133278,0.002554519,0.9242017],"study_design_scores_gemma":[0.001525436,0.003367471,0.00005837868,0.01641662,0.00236567,0.001297433,0.0005041636,9.861584e-7,0.002055509,0.02532209,0.9465149,0.0005713265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003216413,0.9914451,0.0001514614,0.0006923116,0.0001587384,0.003441323,0.0001854903,0.00008569901,0.003807662],"genre_scores_gemma":[0.002038018,0.9946494,0.000578332,0.00006062512,0.000192192,0.0007876395,0.0001834102,0.00003765772,0.001472742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9439604,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3445678903026567,"score_gpt":0.5081114158460445,"score_spread":0.1635435255433877,"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."}}