{"id":"W4415717536","doi":"10.1016/j.arth.2025.10.088","title":"2025 ICM: Coated Implants","year":2025,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","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":[0.0008354624,0.0005604348,0.0004723767,0.002162301,0.0004900206,0.001704193,0.0005379441,0.001597862,0.04909537],"category_scores_gemma":[0.00248939,0.0002098717,0.0004529032,0.001391494,0.000786304,0.0004972962,0.0004854461,0.0007342009,0.006167314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058728,"about_ca_system_score_gemma":0.0003922044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007500116,"about_ca_topic_score_gemma":0.0009643873,"domain_scores_codex":[0.9990282,0.0001765025,0.0002215156,0.0001263002,0.0003018991,0.0001456011],"domain_scores_gemma":[0.9986331,0.0005447015,0.0003280859,0.0001715024,0.0001859769,0.0001366132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04340667,0.001473485,0.04947851,0.006916482,0.0007224384,0.0084116,0.0007545349,0.0003531204,0.05296636,0.02280919,0.07844613,0.7342615],"study_design_scores_gemma":[0.002093562,0.01852418,0.1481904,0.002248186,0.00105595,0.02686831,0.0009240215,0.0006338261,0.02701706,0.003844386,0.7684621,0.0001379678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6059225,0.08243798,0.003916602,0.002173104,0.009185604,0.0009914447,0.00666127,0.0004089403,0.2883025],"genre_scores_gemma":[0.9109173,0.01021059,0.004063246,0.002537792,0.001687458,0.0004000658,0.002001417,0.00009160439,0.06809047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04909537,"threshold_uncertainty_score":0.1642404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682851319281549,"score_gpt":0.310065426270719,"score_spread":0.2932369130779036,"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."}}