{"id":"W2324506524","doi":"10.1097/dss.0000000000000273","title":"You Want to Inject What?","year":2014,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Botulinum toxin; Medicine; Modality (human–computer interaction); Surgery; Computer science; Artificial intelligence","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004395273,0.0007039103,0.004593352,0.0005381454,0.00009448403,0.00005533211,0.0002527946,0.001338769,0.0003225068],"category_scores_gemma":[0.0008573787,0.000426672,0.001709134,0.0008332233,0.0001302627,0.00007815477,0.0001592648,0.001099564,0.003272549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004716749,"about_ca_system_score_gemma":0.0002604143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002431403,"about_ca_topic_score_gemma":3.629259e-7,"domain_scores_codex":[0.9963847,0.000504234,0.001191227,0.0008346757,0.0003472039,0.0007379617],"domain_scores_gemma":[0.9965954,0.00175603,0.0003394418,0.0007823815,0.00005894008,0.0004678335],"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":[0.00002357579,0.0001232959,0.00008752183,0.00864589,0.0002005696,0.001439606,0.00001479037,4.259655e-7,1.230133e-7,0.00004300002,0.04799949,0.9414217],"study_design_scores_gemma":[0.00012108,0.00007400795,0.00003981603,0.009913017,0.0007089328,0.003399572,0.00001989696,0.000003436527,0.000001188554,0.00007772748,0.9851656,0.0004757214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001726497,0.9916791,0.00002689084,0.002742895,0.001729974,0.001021117,0.000006573656,0.0003783818,0.002242395],"genre_scores_gemma":[0.000220155,0.9869409,0.0000484921,0.01181305,0.0001470847,0.0001661758,0.0001649022,0.00008290433,0.0004163266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.940946,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201900673167095,"score_gpt":0.3496443392118114,"score_spread":0.2676253324801404,"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."}}