{"id":"W2945284598","doi":"10.1111/jocd.12985","title":"Evaluation of physician volumetric accuracy during hyaluronic acid gel injections: An observational, proof‐of‐concept study","year":2019,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent; Canadian Institute of Mining, Metallurgy and Petroleum; Victoria Park; CRB Innovations (Canada)","funders":"","keywords":"Hyaluronic acid; Observational study; Medicine; Filler (materials); Affect (linguistics); Biomedical engineering; Surgery; Materials science; Composite material; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004836813,0.0005596821,0.0006248373,0.0005748749,0.0006645822,0.0005137118,0.0004091897,0.0006057376,0.001752449],"category_scores_gemma":[0.009627759,0.0003619606,0.000472897,0.0002764564,0.001010115,0.0006153364,0.000631017,0.0007130692,0.0004849829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046196,"about_ca_system_score_gemma":0.0009154441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007201085,"about_ca_topic_score_gemma":0.0006803283,"domain_scores_codex":[0.9980947,0.0008386787,0.0001723459,0.0002535032,0.0004688817,0.0001717903],"domain_scores_gemma":[0.9858063,0.006410183,0.003887716,0.0009166558,0.001692709,0.001286501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02401456,0.07645438,0.777959,0.0009170194,0.0003001375,0.002209421,0.01916836,0.0008745706,0.03891351,0.0002010983,0.0008302233,0.05815772],"study_design_scores_gemma":[0.001816804,0.2567224,0.714467,0.0000738023,0.0003230596,0.001893181,0.006036628,0.002378787,0.01403098,0.0001341126,0.001952363,0.0001709311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988399,0.00003997198,0.0005199473,0.000007679883,0.000002903258,0.0003485781,0.00005067897,0.000005592106,0.0001847478],"genre_scores_gemma":[0.9970313,0.00008621412,0.001803109,0.00005331742,0.00001914117,0.0005509146,0.000105101,0.000004938428,0.0003458236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004836813,"threshold_uncertainty_score":0.02557981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.093743937463774,"score_gpt":0.3834373993101736,"score_spread":0.2896934618463996,"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."}}