{"id":"W4409864031","doi":"10.21608/mjcu.2025.423002","title":"Clinical Prediction Rules for the Severity of Functional Disability in Knee Osteoarthritis","year":2025,"lang":"en","type":"article","venue":"The Medical Journal of Cairo University/The Medical Journal of Cairo University","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Physical medicine and rehabilitation; Medicine; Physical therapy; Alternative medicine; 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":[0.003726791,0.0006864439,0.000742558,0.002320435,0.000376102,0.001215379,0.0005939663,0.0008105912,0.002145653],"category_scores_gemma":[0.02290597,0.0002279457,0.0008374893,0.00084278,0.0003847802,0.0005468266,0.0005601579,0.001237049,0.0006756525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366606,"about_ca_system_score_gemma":0.0007704991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488422,"about_ca_topic_score_gemma":0.002930803,"domain_scores_codex":[0.9980958,0.0006717459,0.0002495214,0.0002133708,0.0006178418,0.0001517038],"domain_scores_gemma":[0.9731386,0.02013088,0.003344175,0.0004321808,0.002117664,0.0008365322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005564953,0.0002058833,0.9652042,0.00008174271,0.0001258185,0.0001613883,0.00006940888,0.005687973,0.0002548308,0.00012935,0.001382402,0.02614058],"study_design_scores_gemma":[0.0001995204,0.001102086,0.8012431,0.0003472974,0.0005080591,0.001863808,0.0004796227,0.1880271,0.001109836,0.00300636,0.00202049,0.00009260331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722413,0.002892991,0.01711101,0.001400894,0.0001969195,0.0002446873,0.001920467,0.000215662,0.003776081],"genre_scores_gemma":[0.9935589,0.0002323476,0.004913663,0.00005177844,0.00007765514,0.00006147246,0.0008679124,0.000006287652,0.0002299525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003726791,"threshold_uncertainty_score":0.01970941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418834914112883,"score_gpt":0.2591556012670979,"score_spread":0.2449672521259691,"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."}}