{"id":"W4386252907","doi":"10.1186/s13018-023-04089-6","title":"Evidence on risk factors for knee osteoarthritis in middle-older aged: a systematic review and meta analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Orthopaedic Surgery and Research","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Osteoarthritis; Orthopedic surgery; Physical therapy; MEDLINE; Systematic review; Physical medicine and rehabilitation; Internal medicine; Surgery; 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":[0.01222457,0.00316938,0.0215856,0.009030575,0.0006977262,0.004057206,0.002005395,0.002764454,0.004064175],"category_scores_gemma":[0.03514729,0.001710831,0.02741992,0.008149416,0.0007859089,0.002531162,0.001608736,0.001624255,0.0002946873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853127,"about_ca_system_score_gemma":0.004917116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005642754,"about_ca_topic_score_gemma":0.01277685,"domain_scores_codex":[0.991771,0.003278056,0.00281095,0.0007871563,0.001055919,0.0002967867],"domain_scores_gemma":[0.982113,0.01241526,0.003535953,0.0003945977,0.001327138,0.0002139936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008020299,0.00002621766,0.002279899,0.756259,0.225655,0.0001843838,0.00008613501,0.0002922555,0.0002165504,0.0001455103,0.0005336753,0.01351932],"study_design_scores_gemma":[0.0004324632,0.0002845371,0.003871677,0.1277753,0.8636976,0.0002198743,0.00008868912,0.0001553409,0.0001565884,0.0002455412,0.003038895,0.00003345747],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001802566,0.9970894,0.0002317617,0.0001706643,0.00012318,0.0002472724,0.0001974107,0.0000101749,0.0001276282],"genre_scores_gemma":[0.04813268,0.9484813,0.001314691,0.0006633282,0.0001998774,0.0007814402,0.0002513463,0.000009309767,0.0001660479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0215856,"threshold_uncertainty_score":0.06465048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3094023210855617,"score_gpt":0.4250387348543358,"score_spread":0.1156364137687741,"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."}}