{"id":"W4406473916","doi":"10.1016/j.yprs.2014.07.013","title":"10.1016/j.yprs.2014.07.013","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Food and drug administration; Drug; Administration (probate law); Surgery; Drug administration; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003241568,0.0007225103,0.002816443,0.0004890156,0.00004358637,0.00007104584,0.0004675345,0.0003085449,0.9944336],"category_scores_gemma":[0.0003493053,0.0005591079,0.0005471647,0.0004936399,0.0001416858,0.0001056452,0.0001392084,0.0007333028,0.9991543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194529,"about_ca_system_score_gemma":0.0003970384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009433978,"about_ca_topic_score_gemma":1.536826e-8,"domain_scores_codex":[0.9970815,0.00007900742,0.0008419913,0.0007203686,0.0006479798,0.0006291171],"domain_scores_gemma":[0.9976344,0.0002013788,0.000196063,0.001218223,0.0001123487,0.0006376286],"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":[0.00001359913,0.0000577026,2.138759e-9,0.002870873,0.00009837959,0.00009440482,0.000002050851,8.263188e-8,2.609356e-8,1.442399e-7,0.4636961,0.5331666],"study_design_scores_gemma":[0.0003877653,0.0003710093,1.323435e-7,0.02268798,0.001680841,0.0006450443,3.458227e-7,0.000003136565,1.970668e-7,0.00000164352,0.973746,0.0004759114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.944849e-9,0.4876423,2.304237e-7,0.0001224482,0.000005739299,0.0007311169,0.00003111661,0.0002046033,0.5112625],"genre_scores_gemma":[1.223332e-9,0.2446941,0.0001459937,0.0001320728,0.0008119461,0.0000917313,0.0004280953,0.0001851166,0.753511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5326908,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114827937778884,"score_gpt":0.2734657767986359,"score_spread":0.2523174974208471,"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."}}