{"id":"W4415439238","doi":"10.1302/1358-992x.2025.10.081","title":"TRAFFIC CAMERAS: AN EFFECTIVE AND SUSTAINABLE METHOD OF REDUCING TRAFFIC AND AIRBORNE PARTICLES DURING ARTHROPLASTY SURGERY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Joint arthroplasty; Doors; Arthroplasty; Operating table; Hip arthroplasty; Joint replacement","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":[0.001185311,0.0006298891,0.0004578245,0.001478864,0.0004832623,0.000766803,0.0008986134,0.0006059399,0.00183055],"category_scores_gemma":[0.00355865,0.0002848048,0.0004096844,0.000734181,0.0003460258,0.0008533713,0.0007743698,0.0004811159,0.0004576388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574463,"about_ca_system_score_gemma":0.001208927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308871,"about_ca_topic_score_gemma":0.001892895,"domain_scores_codex":[0.9985253,0.0005916354,0.0001224892,0.0002168209,0.0004261564,0.0001176608],"domain_scores_gemma":[0.9982022,0.0003501163,0.0007509615,0.00009496974,0.00043187,0.000169888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001787195,0.003885336,0.2049349,0.001312083,0.0002132753,0.001094018,0.001166995,0.001431089,0.04965029,0.0006634517,0.004939643,0.7289217],"study_design_scores_gemma":[0.000622012,0.03299111,0.843499,0.0008148279,0.0009900414,0.007324846,0.003704243,0.01829683,0.05125421,0.001315348,0.03870952,0.0004778796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540012,0.004257782,0.0347682,0.0007830436,0.0003014246,0.000806218,0.0003419062,0.0005273353,0.004212985],"genre_scores_gemma":[0.956743,0.003224184,0.03668908,0.0002762799,0.0003068227,0.0005308569,0.0002920586,0.00003751206,0.001900257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00183055,"threshold_uncertainty_score":0.00626862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008150576433571326,"score_gpt":0.2652455933571315,"score_spread":0.2570950169235602,"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."}}