{"id":"W2020026521","doi":"10.1038/clpt.2009.243","title":"The (Possible) Impact of Comparative Effectiveness Research on Pharmaceutical Industry Decision Making","year":2010,"lang":"en","type":"review","venue":"Clinical Pharmacology & Therapeutics","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"National Institutes of Health","keywords":"Pharmaceutical industry; Comparative effectiveness research; Management science; Business; Medicine; Pharmacology; Economics; Alternative medicine","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":[0.2751136,0.002345835,0.009338273,0.006839582,0.0008663161,0.008741517,0.004548767,0.009329279,0.01653652],"category_scores_gemma":[0.5180169,0.00105596,0.006586014,0.01062519,0.009227937,0.01385301,0.004448183,0.007955929,0.001261043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008935868,"about_ca_system_score_gemma":0.009895293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993437,"about_ca_topic_score_gemma":0.003926571,"domain_scores_codex":[0.7018358,0.2571296,0.01117578,0.007638988,0.02090372,0.001316251],"domain_scores_gemma":[0.1868904,0.7889335,0.009382357,0.008219663,0.006016089,0.0005580946],"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":[0.003229661,0.0002027633,0.001902872,0.1023768,0.01453771,0.0002643108,0.0004696434,0.003062639,0.0003005736,0.3102187,0.01322986,0.5502045],"study_design_scores_gemma":[0.002835557,0.001696186,0.007606478,0.1765616,0.01764685,0.001050584,0.0008311539,0.003139555,0.001091643,0.6080114,0.1793062,0.0002228537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009296112,0.9612169,0.004316307,0.02346667,0.002586741,0.0001343175,0.0001885832,0.0000123949,0.007148577],"genre_scores_gemma":[0.09188009,0.8509076,0.01372088,0.03168837,0.009500556,0.0008794889,0.0002077989,0.00005367374,0.001161599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2751136,"threshold_uncertainty_score":0.893914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.637574940144511,"score_gpt":0.6468215544832479,"score_spread":0.009246614338736858,"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."}}