{"id":"W2049756688","doi":"10.1001/jama.300.18.2177","title":"Translating New Medical Therapies Into Societal Benefit","year":2008,"lang":"en","type":"article","venue":"JAMA","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.01462343,0.0006298844,0.0006329972,0.003506841,0.0006215596,0.007817456,0.0005969543,0.001358204,0.04470383],"category_scores_gemma":[0.09075556,0.0002706378,0.0009936312,0.002959985,0.002350828,0.005373113,0.00323197,0.002361875,0.003822255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820645,"about_ca_system_score_gemma":0.006648468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004842031,"about_ca_topic_score_gemma":0.004217175,"domain_scores_codex":[0.9899872,0.005891609,0.0005227186,0.0003684381,0.002745666,0.0004844316],"domain_scores_gemma":[0.9687061,0.02289047,0.001948081,0.00156719,0.003839893,0.001048282],"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":[0.0005495885,0.0005636954,0.01563358,0.001825643,0.0005109125,0.0001945752,0.0005591548,0.006612094,0.0002831375,0.3102317,0.1713368,0.4916992],"study_design_scores_gemma":[0.0005446526,0.0009618793,0.05117749,0.007776769,0.0006652331,0.0003325904,0.004296196,0.01125353,0.002391095,0.5695777,0.3508256,0.0001972471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04187785,0.03942563,0.02166937,0.3250296,0.006925329,0.0005233746,0.008082828,0.0007618989,0.5557041],"genre_scores_gemma":[0.8780633,0.05281538,0.02482372,0.01705633,0.004055742,0.0005525254,0.002286185,0.0003079273,0.02003887],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04470383,"threshold_uncertainty_score":0.1495492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.301850705866113,"score_gpt":0.4125623336028896,"score_spread":0.1107116277367767,"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."}}