{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922118,0.000119349,0.0001841988,0.00008450024,0.0001610511,0.00001487178,0.00008027024,0.0000517619,0.0001487958],"category_scores_gemma":[0.0002097852,0.0001082096,0.00002308968,0.0002031484,0.0001344107,0.00002857088,0.00001683678,0.0001246469,0.00003415343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009094346,"about_ca_system_score_gemma":0.0003906624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05239931,"about_ca_topic_score_gemma":0.1863268,"domain_scores_codex":[0.9989305,0.00004319353,0.0002366876,0.0002657321,0.0001543763,0.0003694989],"domain_scores_gemma":[0.9994072,0.0003154477,0.00003643625,0.0001070496,0.00002560782,0.0001082228],"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":[0.0001528312,0.0002434098,0.01977126,0.00008904305,0.00002102058,0.0001309277,0.006823094,0.00002569005,0.000007758142,0.0048623,0.2067675,0.7611052],"study_design_scores_gemma":[0.01561613,0.001292271,0.5972986,0.004359768,0.0003802588,0.003036223,0.09137775,0.01983766,0.00004735767,0.04396547,0.2197959,0.002992608],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525653,0.0006336598,0.001120142,0.04183766,0.001506251,0.0004071968,0.00008062818,0.00009185389,0.001757305],"genre_scores_gemma":[0.9992313,0.00004000455,0.0001003637,0.0002360733,0.00002274808,0.0001050776,0.00002331709,0.000009840103,0.0002312639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7581125,"threshold_uncertainty_score":0.9539108,"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."}}