{"id":"W3151487446","doi":"10.1159/000515980","title":"Off-Label Use and Safety of Drug Use in Vascular Anomalies","year":2021,"lang":"en","type":"article","venue":"Dermatology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Sherbrooke; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Drug; Adverse effect; Intensive care medicine; Off-label use; Pharmacology","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":[0.00007188618,0.00007681218,0.0003251211,0.0001302232,0.00002787482,0.00001113229,0.00002648608,0.00007900474,0.00004545862],"category_scores_gemma":[0.0001373325,0.00007158153,0.00006026072,0.0001696517,0.00007353794,0.0001868373,0.0000541869,0.00008488337,0.00000832228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001143946,"about_ca_system_score_gemma":0.00005414852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000668822,"about_ca_topic_score_gemma":0.0002415222,"domain_scores_codex":[0.9993044,0.00006858851,0.0002762767,0.0001262706,0.00008299581,0.0001415143],"domain_scores_gemma":[0.9994717,0.00008061652,0.00004345875,0.0002551994,0.00009980165,0.00004928097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005813472,0.0002586351,0.9785788,0.0003652384,0.0001955561,0.0009040334,0.001416759,0.000005291713,0.00177259,0.01421999,0.001122436,0.001102537],"study_design_scores_gemma":[0.004048073,0.00001988875,0.9453852,0.0001195959,0.0001339518,0.002892819,0.0005516099,0.001121674,0.005796589,0.000139086,0.03965475,0.0001368082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960406,0.002510039,0.0001249459,0.0009217741,0.00003364239,0.0001155014,0.000006388585,0.00001435115,0.0002327573],"genre_scores_gemma":[0.995679,0.000846416,0.002834698,0.0004125411,0.000006915448,0.000005798445,0.00005399629,0.000009049052,0.0001515765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03853232,"threshold_uncertainty_score":0.291901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083428325195376,"score_gpt":0.2516045445272733,"score_spread":0.2307702612753196,"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."}}