{"id":"W4416809071","doi":"10.2106/jbjs.25.01070","title":"Consensus Recommendations and Insights on Infection","year":2025,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Delphi method; Best practice; Consensus conference; MEDLINE; Delphi; Gold standard (test); Quality (philosophy); Executive summary","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1143962,0.002793713,0.004173204,0.01644637,0.005290082,0.01472508,0.01111241,0.03078667,0.03695015],"category_scores_gemma":[0.4124391,0.001973012,0.00861433,0.01058809,0.006283251,0.01585642,0.01355069,0.036118,0.01572896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01961341,"about_ca_system_score_gemma":0.07688692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548415,"about_ca_topic_score_gemma":0.01524312,"domain_scores_codex":[0.8606259,0.06852325,0.02293815,0.005594231,0.03606945,0.006249079],"domain_scores_gemma":[0.5382102,0.233391,0.01974917,0.007477515,0.1845966,0.01657556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003994584,0.00004488783,0.0002044789,0.01159281,0.0001334101,0.0002359778,0.001305621,0.0003237611,0.00007007473,0.01402634,0.9002247,0.07179812],"study_design_scores_gemma":[0.0000832435,0.00003310996,0.0003562469,0.07814708,0.0001899974,0.0002808493,0.00168725,0.0002021063,0.0001154194,0.02705692,0.891756,0.00009170506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0001848362,0.03824688,0.003906354,0.8821646,0.05893901,0.0006455367,0.001306006,0.0001534052,0.01445328],"genre_scores_gemma":[0.01574454,0.1556263,0.03792737,0.6977247,0.05949431,0.00434814,0.005582249,0.0003444666,0.02320794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1143962,"threshold_uncertainty_score":0.6049921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675913318298399,"score_gpt":0.2864925697045176,"score_spread":0.2597334365215336,"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."}}