{"id":"W7136099266","doi":"","title":"Lääkinnällisten laitteiden lainsäädäntö kansainvälisessä etäkaupassa","year":2021,"lang":"en","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Harmonization; Medical device; Key (lock); Medical practice","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003820284,0.001368946,0.00160347,0.004518331,0.0003436931,0.0002044242,0.002272297,0.001466395,0.03561574],"category_scores_gemma":[0.0001645245,0.001698352,0.0007968342,0.004641867,0.0005319048,0.0003142564,0.001019676,0.001311517,0.0133722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234077,"about_ca_system_score_gemma":0.00089736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002934152,"about_ca_topic_score_gemma":0.005831168,"domain_scores_codex":[0.9938361,0.0007850726,0.0005133836,0.002072665,0.00124257,0.001550193],"domain_scores_gemma":[0.9953306,0.000203853,0.0009031896,0.002428766,0.0003436586,0.0007899618],"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":[0.00007478012,0.0002354049,0.0004969101,0.0003321931,0.000847423,0.004356117,0.0001459429,0.00001154816,0.0003242732,0.02885347,0.9636285,0.0006934485],"study_design_scores_gemma":[0.001818671,0.00006970382,0.0002650736,0.0009451881,0.0005733254,0.00006231215,0.0004638747,0.00001528023,0.00008930127,0.00007171706,0.9938736,0.001751972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001699793,0.001932033,0.0001916848,0.0003607314,0.001079451,0.0008810824,0.001319087,0.002231244,0.9918347],"genre_scores_gemma":[0.0006604019,0.0009511344,0.001390739,0.0004544496,0.001128325,0.000005014195,0.001528659,0.002979635,0.9909016],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0302451,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842788141968442,"score_gpt":0.2172617516925829,"score_spread":0.1988338702728984,"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."}}