{"id":"W4318025987","doi":"10.1097/01.acm.0000919436.91549.e5","title":"Commentary on “The Lipstick”","year":2022,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Library science; Population ageing; Epidemiology; Gerontology; Population; Health care; Family medicine; Medicine; Political science; Environmental health","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":[0.007906143,0.001380881,0.001772625,0.001481944,0.008133282,0.003358852,0.004544036,0.06729678,0.01509565],"category_scores_gemma":[0.06536408,0.001289245,0.001709684,0.00155837,0.005176792,0.006857797,0.002698923,0.05498422,0.01154705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009312441,"about_ca_system_score_gemma":0.01330085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03095204,"about_ca_topic_score_gemma":0.03078376,"domain_scores_codex":[0.9908263,0.003180785,0.0008062719,0.0009899935,0.003138446,0.001058168],"domain_scores_gemma":[0.9723023,0.01570574,0.001265914,0.0005808237,0.007034835,0.003110345],"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":[0.00001455589,0.000003276318,0.00004383129,0.00002856409,0.00000231971,0.0002370207,0.00009794911,0.000005893239,0.00001370189,0.0004650644,0.9981321,0.0009559079],"study_design_scores_gemma":[0.00007074255,0.00003416674,0.000557758,0.0008247128,0.00002059973,0.001189352,0.001038658,0.0001027731,0.00009703485,0.002533217,0.9934791,0.00005178153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009324575,0.0009500953,0.00002032973,0.9687957,0.02856999,0.00001005838,0.00005331351,0.00001469428,0.001492628],"genre_scores_gemma":[0.0008549406,0.0004390567,0.00003286151,0.9766798,0.01937181,0.00002890542,0.00001884224,0.00001322516,0.002560507],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06729678,"threshold_uncertainty_score":0.06756675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712010129845843,"score_gpt":0.4924834531970929,"score_spread":0.3212824402125086,"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."}}