{"id":"W2130890897","doi":"10.1161/strokeaha.111.636563","title":"Translational Research: From Observational Studies to Health Policy","year":2011,"lang":"en","type":"letter","venue":"Stroke","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Observational study; Translational research; Intensive care medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1790532,0.001248135,0.004423474,0.003884997,0.003895809,0.009416498,0.004741969,0.0549353,0.009546095],"category_scores_gemma":[0.4888172,0.001838325,0.002614049,0.004122134,0.01916782,0.01749385,0.00687023,0.05237554,0.003201001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01187771,"about_ca_system_score_gemma":0.02035218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210217,"about_ca_topic_score_gemma":0.01680687,"domain_scores_codex":[0.8862215,0.08917629,0.009748111,0.00390586,0.008831697,0.002116446],"domain_scores_gemma":[0.2878071,0.6586078,0.01085511,0.01509777,0.01956027,0.00807189],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003741934,0.0001135402,0.003858633,0.001199759,0.0002765766,0.0007031393,0.0004442963,0.000219792,0.00007555654,0.04368549,0.9066095,0.04243951],"study_design_scores_gemma":[0.003113533,0.000248409,0.008466749,0.009203348,0.0005883421,0.001434584,0.002278018,0.002729087,0.0002660154,0.5852882,0.3860814,0.0003022842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001990072,0.005402611,0.0003809198,0.9863115,0.006868341,0.00001423871,0.0001087096,0.00001036055,0.0007044249],"genre_scores_gemma":[0.007483618,0.007951833,0.001315929,0.8954392,0.08655361,0.0001918548,0.0001051441,0.00002441659,0.0009343725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8209468,"threshold_uncertainty_score":0.9469353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8848864532504648,"score_gpt":0.5724972988771554,"score_spread":0.3123891543733094,"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."}}