{"id":"W4400824410","doi":"10.1097/01.bmsas.0001027236.27467.ad","title":"Trevo XP ProVue Retriever","year":2024,"lang":"en","type":"article","venue":"Biomedical Safety & Standards","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005214324,0.000216244,0.0002255745,0.0001830883,0.0000594046,0.00004950036,0.0002192245,0.0001735819,0.001014881],"category_scores_gemma":[0.00006886801,0.0001811777,0.0001269994,0.0008229569,0.0002131631,0.0001560542,0.00005860865,0.0003280086,0.00002351499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004360782,"about_ca_system_score_gemma":0.0001036422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004475052,"about_ca_topic_score_gemma":0.000001727652,"domain_scores_codex":[0.9980822,0.00002051028,0.0003657555,0.0002886969,0.000848931,0.0003939595],"domain_scores_gemma":[0.9993947,0.00005793008,0.0000131556,0.0002842174,0.00005236552,0.0001977044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008119531,0.000054448,0.00005950146,0.0004891574,0.0002373451,0.0002154135,0.0002270761,0.000009544922,0.003465566,0.009876219,0.2172443,0.7680403],"study_design_scores_gemma":[0.0001829314,0.00008936567,0.0001296659,0.0002112707,0.00002059778,0.00001385206,0.00001269296,0.001785958,0.002652525,0.001959032,0.99271,0.0002320878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001665889,0.008885573,0.9179689,0.0007497491,0.003150892,0.0007190494,0.002757807,0.00742811,0.05667399],"genre_scores_gemma":[0.9457101,0.005547502,0.04450887,0.0003079547,0.001391876,0.0002177095,0.0002597543,0.0002988086,0.001757462],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9440442,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004045285874831365,"score_gpt":0.2622926697612787,"score_spread":0.2582473838864473,"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."}}