{"id":"W3138936272","doi":"10.1089/fpsam.2020.0564","title":"Readability of Internet-Based Resources for Cosmetic Facial Botulinum Toxin Injections","year":2021,"lang":"en","type":"article","venue":"Facial Plastic Surgery & Aesthetic Medicine","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Otorhinolaryngology; Botulinum toxin; Medicine; Plastic surgery; Readability; Surgery; General surgery; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006276045,0.0003498941,0.001191424,0.0002831861,0.0001146172,0.00001041497,0.0001262058,0.0003658448,0.001079899],"category_scores_gemma":[0.008597012,0.0002643008,0.0004416801,0.0007063448,0.0008926332,0.00003333373,0.00004268124,0.0004777297,0.00002975604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005436455,"about_ca_system_score_gemma":0.0003973097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007169499,"about_ca_topic_score_gemma":0.00003459295,"domain_scores_codex":[0.9969338,0.0002379558,0.001098813,0.0006413895,0.0005812181,0.0005068606],"domain_scores_gemma":[0.994713,0.003832832,0.0002652764,0.0004528126,0.0003842078,0.0003518816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03367991,0.01358053,0.336711,0.005464622,0.001457303,0.002852661,0.00624302,0.002730578,0.07807105,0.001398999,0.1292485,0.3885618],"study_design_scores_gemma":[0.02948639,0.02324814,0.266681,0.00819323,0.005891964,0.002865817,0.005618615,0.03094116,0.04817923,0.006869718,0.568115,0.003909706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853585,0.0005417469,0.004247302,0.00609121,0.00213497,0.0005585967,0.00005809453,0.0001389554,0.000870641],"genre_scores_gemma":[0.9973097,0.00008072787,0.0002685339,0.001246356,0.0002138111,0.00006401816,0.0001374525,0.00004001426,0.0006393953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4388665,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304224066465736,"score_gpt":0.2754512013314469,"score_spread":0.2424089606667895,"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."}}