{"id":"W4415704501","doi":"10.1016/j.arth.2025.10.074","title":"2025 ICM: Special Cases of Infected Implants","year":2025,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Ottawa Hospital","funders":"","keywords":"","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":[0.0006280043,0.003317688,0.0012909,0.005801372,0.003015812,0.003040079,0.00189629,0.007756553,0.01447275],"category_scores_gemma":[0.00729255,0.001421312,0.001529881,0.003429022,0.002400805,0.001772409,0.002901767,0.002991411,0.004748568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009777,"about_ca_system_score_gemma":0.0007908978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008159446,"about_ca_topic_score_gemma":0.001215755,"domain_scores_codex":[0.9978577,0.000203377,0.0003438937,0.0002280118,0.0004580039,0.0009090381],"domain_scores_gemma":[0.9966167,0.0007796001,0.001146716,0.000535716,0.0002198499,0.0007015534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116358,0.00004963627,0.01593274,0.00008695492,0.00001876267,0.9776149,0.0001711009,0.00008542078,0.0006519306,0.0007424159,0.0009296631,0.003600001],"study_design_scores_gemma":[0.00000612459,0.00002020574,0.002383609,0.00003257083,0.00001519938,0.9952505,0.0001065512,0.0001158748,0.0003250652,0.0003098955,0.001426685,0.000007856707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8017174,0.01833277,0.01393871,0.004536674,0.002553172,0.0006165676,0.00113757,0.0006600821,0.156507],"genre_scores_gemma":[0.9848193,0.001293931,0.003071455,0.001229877,0.002883497,0.0000806691,0.00029224,0.00008877648,0.006240222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01447275,"threshold_uncertainty_score":0.0484162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291514968229261,"score_gpt":0.2941497516428579,"score_spread":0.2812346019605653,"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."}}