{"id":"W4404120825","doi":"10.24908/qap.v1i2.17234","title":"Global Circular Economy in the Healthcare Industry: A Call to Action","year":2024,"lang":"en","type":"article","venue":"Qapsule Queen s Undergraduate Health Sciences Journal","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Call to action; Healthcare industry; Circular economy; Health care; Business; Action (physics); Economics; Marketing; Economic growth; Biology","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":[0.01840162,0.001120298,0.002009791,0.001580449,0.01203071,0.02410521,0.003259392,0.05976778,0.05627922],"category_scores_gemma":[0.03668815,0.0005617616,0.002485692,0.00191054,0.03238328,0.02870551,0.01243289,0.03374111,0.007100233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01221023,"about_ca_system_score_gemma":0.0583378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02203281,"about_ca_topic_score_gemma":0.02664197,"domain_scores_codex":[0.9877294,0.004463653,0.000521716,0.001078021,0.003376232,0.002830963],"domain_scores_gemma":[0.9435835,0.02812251,0.002668916,0.002697998,0.00937177,0.01355536],"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":[0.00008945268,0.0001055059,0.000527593,0.0005787445,0.00003101079,0.0003329347,0.001682519,0.0002591672,0.0002218568,0.1298179,0.8408026,0.02555081],"study_design_scores_gemma":[0.00005754424,0.00003760048,0.0008315379,0.001655693,0.00001587944,0.0001698106,0.007837186,0.0002252469,0.00007811445,0.1188124,0.8701966,0.00008231834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003338811,0.005073023,0.0002603882,0.9787092,0.006931937,0.00001041069,0.00003555167,0.00003151393,0.008613983],"genre_scores_gemma":[0.02903558,0.01070536,0.00189388,0.9323242,0.011458,0.0001099324,0.00009487833,0.00007277404,0.01430534],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05976778,"threshold_uncertainty_score":0.1882727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980970804755048,"score_gpt":0.3319244036808007,"score_spread":0.2921146956332503,"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."}}