{"id":"W3209179854","doi":"10.3389/fsurg.2021.750047","title":"Potential Value of Matrix Metalloproteinase-13 as a Biomarker for Osteoarthritis","year":2021,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University Third Hospital; Peking University; National Natural Science Foundation of China; AO Foundation","keywords":"Medicine; Osteoarthritis; WOMAC; Biomarker; Internal medicine; Cartilage; Grading (engineering); Logistic regression; Cartilage oligomeric matrix protein; Odds ratio; Gastroenterology; Pathology; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002967406,0.000593345,0.0006353886,0.0009585607,0.0001860593,0.0009849713,0.0004199276,0.0004349892,0.001441414],"category_scores_gemma":[0.004973439,0.0001698377,0.000528725,0.0008760117,0.0005781424,0.0005996293,0.000483161,0.0006357729,0.0003256146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591321,"about_ca_system_score_gemma":0.0004584449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124141,"about_ca_topic_score_gemma":0.0004354277,"domain_scores_codex":[0.9987803,0.0006392223,0.0001228721,0.0001612505,0.0002184459,0.0000778293],"domain_scores_gemma":[0.9950594,0.0024541,0.001491828,0.0001561604,0.0004790434,0.0003596424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001279948,0.00009011428,0.9676837,0.0002613623,0.0003215562,0.0001996609,0.00004785983,0.0003505468,0.005460437,0.0001370316,0.0001574738,0.02401029],"study_design_scores_gemma":[0.00009559866,0.002618162,0.9752595,0.0002250501,0.0009165424,0.003299351,0.0002219945,0.007266912,0.006437215,0.001042893,0.002574658,0.00004214274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588856,0.0341043,0.004416496,0.0006327294,0.000107921,0.0000598962,0.000416429,0.00003213775,0.001344517],"genre_scores_gemma":[0.9951568,0.002072874,0.002322167,0.00007106693,0.00007832953,0.00002065347,0.0001102719,0.000003154919,0.000164625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002967406,"threshold_uncertainty_score":0.01569331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185275333547484,"score_gpt":0.2560242540584349,"score_spread":0.2441715007229601,"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."}}