{"id":"W4206450407","doi":"10.1097/sap.0000000000002934","title":"Patents for the Plastic Surgeon","year":2021,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Order (exchange); Plastic surgery; Process (computing); Entrepreneurship; Private sector; Patent law","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":[0.001847507,0.0002813108,0.0002441274,0.001788284,0.002424248,0.003975722,0.0006199025,0.002988066,0.09607241],"category_scores_gemma":[0.01299449,0.0001449228,0.0004748043,0.001134291,0.001619866,0.002199712,0.001730478,0.003696813,0.02022524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887748,"about_ca_system_score_gemma":0.00697141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697691,"about_ca_topic_score_gemma":0.00397034,"domain_scores_codex":[0.9982494,0.000291652,0.0001221115,0.0001505359,0.0009241956,0.0002621245],"domain_scores_gemma":[0.9945128,0.002052248,0.0005778107,0.0005738491,0.001349981,0.0009333093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001998348,0.00002921529,0.001123679,0.0001516613,0.000005306206,0.0009041617,0.0002150593,0.0001847934,0.0005877337,0.1931454,0.5359197,0.2677133],"study_design_scores_gemma":[0.000003550164,0.00002007304,0.0007906788,0.0001983601,0.000002699494,0.001235439,0.00008715622,0.00007589326,0.000175117,0.01128089,0.9861225,0.000007617427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00554151,0.0299017,0.004249678,0.1842525,0.01881707,0.0001233629,0.0006673251,0.0004262813,0.7560206],"genre_scores_gemma":[0.1771497,0.0538158,0.008750254,0.04738654,0.02364326,0.0001871335,0.001068937,0.000216192,0.6877822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09607241,"threshold_uncertainty_score":0.3213942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3109579647651624,"score_gpt":0.2702556141011849,"score_spread":0.04070235066397743,"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."}}