{"id":"W7028953827","doi":"","title":"How to register a Medical Device in Brazil with Tania Aprigliano","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Medical device; Product (mathematics); Register (sociolinguistics); Presentation (obstetrics); Audit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002993179,0.0005830014,0.0004296811,0.001871802,0.002875623,0.003936353,0.001009646,0.002012534,0.1459721],"category_scores_gemma":[0.0149428,0.0005383785,0.0004564059,0.00133121,0.0009093865,0.00443887,0.0030384,0.002233916,0.0745094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762857,"about_ca_system_score_gemma":0.006871746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544951,"about_ca_topic_score_gemma":0.03206253,"domain_scores_codex":[0.9970186,0.0007373467,0.0002126086,0.0003811665,0.001318903,0.0003314326],"domain_scores_gemma":[0.993443,0.001074077,0.000681257,0.0006106932,0.002844464,0.001346346],"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":[0.00003876938,0.00004554656,0.0013328,0.0003838575,0.000005591643,0.0007612113,0.002415132,0.00003309063,0.001090003,0.008225206,0.8597215,0.1259473],"study_design_scores_gemma":[0.000002209078,0.000007399869,0.0004063394,0.0001259688,0.000001760304,0.0002658431,0.0004477786,0.0000137856,0.0001316026,0.0002117657,0.9983789,0.000006698442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009046368,0.0269452,0.01446307,0.3154202,0.02112255,0.001141732,0.002125757,0.005755898,0.6039794],"genre_scores_gemma":[0.06540245,0.02523505,0.01275651,0.03771309,0.004258661,0.0005663814,0.001546448,0.00259621,0.8499252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1459721,"threshold_uncertainty_score":0.4883254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007182479802548336,"score_gpt":0.1989765962450876,"score_spread":0.1917941164425393,"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."}}