{"id":"W2592279300","doi":"10.1097/psn.0000000000000173","title":"Aesthetic Providers—Are We Caring for Patients or Clients?","year":2017,"lang":"en","type":"letter","venue":"Plastic Surgical Nursing","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Nursing; Aesthetics; Psychology; Medicine; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001246549,0.0005950764,0.0009265244,0.0001892674,0.0006988479,0.0002239982,0.0005118335,0.0008621798,0.0003495584],"category_scores_gemma":[0.0004921749,0.000465704,0.0003396453,0.00007932278,0.0004579676,0.0001234985,0.00008617462,0.001182044,0.0002515407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758591,"about_ca_system_score_gemma":0.0000570166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002806925,"about_ca_topic_score_gemma":0.000003918294,"domain_scores_codex":[0.9967512,0.0001287151,0.0005377343,0.0009968058,0.0004573139,0.001128259],"domain_scores_gemma":[0.9968475,0.001572833,0.0005405407,0.0007226239,0.0001953087,0.0001212584],"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":[0.00056938,0.0002786378,0.001342939,0.0001858087,0.00009843225,0.001698852,0.0007391472,0.000001017885,7.972569e-8,0.00003114805,0.9712617,0.02379286],"study_design_scores_gemma":[0.003197292,0.0004390418,0.001110368,0.002081455,0.0004175571,0.0001874789,0.0002023089,0.00003654531,5.972208e-7,0.0002978712,0.9913531,0.0006764034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01493534,0.00404816,0.001256535,0.859607,0.06142485,0.004988284,0.000976785,0.0007407532,0.05202224],"genre_scores_gemma":[0.4644386,0.0005394563,0.003234699,0.2469939,0.0716033,0.005298984,0.004099838,0.002708708,0.2010825],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6126131,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06022432525169633,"score_gpt":0.3414057729753424,"score_spread":0.281181447723646,"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."}}