{"id":"W4382632326","doi":"10.1097/psn.0000000000000507","title":"Facility Recommendations for Medical Aesthetic Procedures in Canada","year":2023,"lang":"en","type":"article","venue":"Plastic and Aesthetic Nursing","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Medical emergency; Hazardous waste; Health care; Control (management); Medicine; Patient safety; Business; Nursing; Engineering; Computer security; Waste management; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004501218,0.0004276614,0.0002815379,0.002251255,0.01085361,0.002556256,0.003609595,0.003976653,0.02339995],"category_scores_gemma":[0.01832973,0.0007589145,0.0007055706,0.001814899,0.002270368,0.001068628,0.002834061,0.003542796,0.00277471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04165142,"about_ca_system_score_gemma":0.2744751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9593157,"about_ca_topic_score_gemma":0.9900957,"domain_scores_codex":[0.9899325,0.001463371,0.0005852028,0.0002803948,0.005353864,0.002384629],"domain_scores_gemma":[0.9669943,0.002805865,0.001662856,0.0006035469,0.02132485,0.006608568],"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":[0.00005048418,0.0003642156,0.01740629,0.000467905,0.00001770948,0.000790021,0.003744785,0.0007662483,0.001543794,0.02019515,0.8300416,0.1246118],"study_design_scores_gemma":[0.00005056276,0.0001458422,0.07350922,0.001539896,0.00002972888,0.0005265837,0.01327869,0.0006151918,0.0006996662,0.001790035,0.9076197,0.0001948546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.08052903,0.009973839,0.01960859,0.2853194,0.005993056,0.004498102,0.00596383,0.002433568,0.5856805],"genre_scores_gemma":[0.3908801,0.0159068,0.1037849,0.1236629,0.0006706886,0.002834807,0.004547889,0.0005892299,0.3571226],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04165142,"threshold_uncertainty_score":0.3022036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777382811334233,"score_gpt":0.321244492301208,"score_spread":0.2934706641878657,"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."}}