{"id":"W4400334462","doi":"10.1111/os.14156","title":"Efficacy Analysis of Arthroscopic Surgery Combined with Intra‐articular Chitosan Injection for Stage <scp>II</scp>‐<scp>III</scp> Knee Osteoarthritis in Patients with Abnormal Body Weight","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Hospital Development Center; Tongji University; National Natural Science Foundation of China","keywords":"Medicine; Osteoarthritis; Chitosan; Surgery; Chemistry; Pathology","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":[0.000626635,0.0002491848,0.0007227021,0.0003354218,0.0001556093,0.0002047268,0.0001393072,0.0002379166,0.0009271455],"category_scores_gemma":[0.001076766,0.000101385,0.0008920825,0.0002141259,0.0001890302,0.000204619,0.0001841045,0.0002648257,0.0001121887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041399,"about_ca_system_score_gemma":0.0002955843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003034949,"about_ca_topic_score_gemma":0.0006447752,"domain_scores_codex":[0.9996556,0.0001384361,0.00005438703,0.00004018449,0.00007485959,0.00003661017],"domain_scores_gemma":[0.9991139,0.0002540951,0.0003602564,0.00003403835,0.00007708082,0.0001606971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3181877,0.0262083,0.4186106,0.002589543,0.002887856,0.00067581,0.0004836736,0.001219429,0.02553915,0.0001108809,0.0005452075,0.2029417],"study_design_scores_gemma":[0.0136479,0.3763979,0.6015416,0.0001256694,0.001657622,0.0006468522,0.0002594366,0.001498588,0.003339025,0.00004147465,0.0008093078,0.00003460033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986681,0.0009747703,0.00005438551,0.00001856187,0.00001083907,0.00006140609,0.00002737997,0.000001657833,0.0001828318],"genre_scores_gemma":[0.9992152,0.0004168766,0.0001177353,0.00001987676,0.00003131852,0.00005581234,0.00005916338,5.250299e-7,0.00008343739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009271455,"threshold_uncertainty_score":0.003314018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007102595300093282,"score_gpt":0.2166815379773432,"score_spread":0.20957894267725,"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."}}