{"id":"W4389060337","doi":"10.1097/gox.0000000000005404","title":"Tailored Indications for Different Neurotoxins","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Neurotoxin; Medicine; Intensive care medicine; Risk analysis (engineering); Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001611037,0.0002339679,0.0005622891,0.000143883,0.0001957083,0.00006610128,0.0002364586,0.0001805824,0.0002891271],"category_scores_gemma":[0.001812282,0.0001786476,0.0002562702,0.0008077521,0.0002476767,0.000115727,0.0001956014,0.0002199825,0.0002898596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006816236,"about_ca_system_score_gemma":0.000185651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643255,"about_ca_topic_score_gemma":0.00001322956,"domain_scores_codex":[0.9983055,0.00008376265,0.0004189726,0.0005244595,0.0001958675,0.000471411],"domain_scores_gemma":[0.9971164,0.002099094,0.000149246,0.0002564162,0.00009638693,0.000282406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003815576,0.0009649953,0.8468747,0.0002129278,0.001053826,0.0002693626,0.0001056891,0.0001075217,0.001477559,0.01649932,0.05899564,0.06962295],"study_design_scores_gemma":[0.002096796,0.0003946904,0.9736897,0.000121133,0.0002207299,0.0002244688,0.0001466912,0.001362734,0.00024511,0.01692369,0.004219762,0.0003544722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882932,0.00002980881,0.0008133207,0.002252209,0.001504372,0.001970339,0.0003139417,0.0002423655,0.004580492],"genre_scores_gemma":[0.9980415,0.0001110659,0.0002458933,0.0006336321,0.00006575121,0.0004064003,0.0002074975,0.00002361818,0.0002646908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268151,"threshold_uncertainty_score":0.7285038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217049680526815,"score_gpt":0.3118740959079728,"score_spread":0.2597035991027046,"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."}}