{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005311648,0.0001471887,0.0002694755,0.0001285413,0.0001858755,0.00009856541,0.0001440566,0.00005981553,0.0007590808],"category_scores_gemma":[0.009393062,0.00009934462,0.0003095455,0.0003597658,0.00004659959,0.0002771547,0.00008784502,0.00008269052,0.0002662108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002972752,"about_ca_system_score_gemma":0.0000549871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311731,"about_ca_topic_score_gemma":0.00001989773,"domain_scores_codex":[0.9988368,0.00001644297,0.0003581717,0.0002066121,0.0002415333,0.0003405045],"domain_scores_gemma":[0.988956,0.01010679,0.0001825496,0.0001871158,0.000554657,0.00001287818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001374432,0.0006714643,0.2148445,0.001616679,0.0008712531,0.0000730961,0.00009676744,0.003009039,0.0008138319,0.004870711,0.755457,0.01630126],"study_design_scores_gemma":[0.0009830429,0.00005510087,0.5234677,0.001104822,0.0004948966,0.00001041507,0.0006027787,0.05158527,0.008533924,0.004187084,0.4077975,0.001177513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983228,0.0008215185,0.003728978,0.0007958441,0.008927176,0.0002308204,0.00003522992,0.00007502644,0.002157454],"genre_scores_gemma":[0.9973978,0.00006876695,0.000003501202,0.001335025,0.0006814306,0.00002264701,0.00006086167,0.00002281007,0.0004070953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3476595,"threshold_uncertainty_score":0.9989513,"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."}}