{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009424193,0.0003164921,0.0003883633,0.003462765,0.0002537598,0.00105314,0.0003401257,0.0005671654,0.03472704],"category_scores_gemma":[0.02389793,0.00009613945,0.0005777723,0.001566706,0.000138412,0.001880655,0.0007148808,0.0004811005,0.007300538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671596,"about_ca_system_score_gemma":0.0002219021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581496,"about_ca_topic_score_gemma":0.003347516,"domain_scores_codex":[0.9987378,0.0004262696,0.0002381775,0.0001422996,0.000346432,0.0001089378],"domain_scores_gemma":[0.969691,0.02068023,0.00498251,0.0008457354,0.002669958,0.001130577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002751737,0.001723808,0.7432615,0.001270524,0.000282712,0.001063389,0.002250183,0.0008080704,0.003266834,0.0003436756,0.02437639,0.2186012],"study_design_scores_gemma":[0.00005231254,0.0006433282,0.9805816,0.0004282501,0.0001563186,0.001209997,0.001909455,0.00202487,0.00222104,0.0003321465,0.01038426,0.00005635878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550958,0.001673818,0.0004555046,0.0005942589,0.0001161805,0.0001433893,0.01536829,0.0004307238,0.02612212],"genre_scores_gemma":[0.9800023,0.00087569,0.0007363405,0.000451724,0.0001210824,0.00009367651,0.00773948,0.0001821498,0.009797624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03472704,"threshold_uncertainty_score":0.1161735,"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."}}