{"id":"W2803201224","doi":"10.1212/cpj.0000000000000462","title":"Reflections on translation","year":2018,"lang":"en","type":"review","venue":"Neurology Clinical Practice","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroDevNet","funders":"University of British Columbia; McGill University; Université Laval","keywords":"Psychology; Affect (linguistics); Clinical trial; Intervention (counseling); Clinical psychology; Medicine; Physical therapy; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001673382,0.0004037728,0.002257318,0.0002194712,0.0001548499,0.00001906002,0.0001991196,0.001657699,0.0004217187],"category_scores_gemma":[0.0124622,0.0003285418,0.001019173,0.0004482969,0.0003453025,0.0001278576,0.00005014885,0.003764106,0.005572697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005256277,"about_ca_system_score_gemma":0.000546841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000145709,"about_ca_topic_score_gemma":0.00001585895,"domain_scores_codex":[0.9945048,0.002238552,0.00157097,0.0009975716,0.0003252007,0.000362909],"domain_scores_gemma":[0.9840026,0.01366896,0.0008976706,0.0009863778,0.0002027006,0.0002417088],"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":[0.0005589456,0.001380102,0.000004573028,0.001338594,0.0004839446,0.0001733465,0.00001551773,7.953348e-8,9.768195e-8,0.0001601296,0.01324998,0.9826347],"study_design_scores_gemma":[0.0005415583,0.007415721,0.00007360914,0.0008359489,0.006661876,0.001658748,0.000001543878,0.00000271766,5.247232e-8,0.00004676209,0.9825649,0.0001965882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005429727,0.8519616,0.00003771048,0.007570283,0.002762016,0.001215807,0.00001347059,0.0002127185,0.136221],"genre_scores_gemma":[0.000008649075,0.9761474,0.002058688,0.01826487,0.00286235,0.00005098977,0.00007588535,0.0001127544,0.0004183957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9824381,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4214529673278223,"score_gpt":0.5821722327718587,"score_spread":0.1607192654440364,"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."}}