{"id":"W2111128280","doi":"10.1200/jco.2009.25.2205","title":"Optimizing the Delivery of Targeted Research: An Opportunity for Comparative Effectiveness Research","year":2010,"lang":"en","type":"editorial","venue":"Journal of Clinical Oncology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Comparative effectiveness research; Intensive care medicine; Alternative 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":[0.06301633,0.004332541,0.007188071,0.00571868,0.002018821,0.01136593,0.005268886,0.02109968,0.008579971],"category_scores_gemma":[0.2309926,0.001863433,0.003961395,0.002993606,0.007007345,0.007666469,0.001871343,0.03478405,0.00363057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004519488,"about_ca_system_score_gemma":0.008579887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338041,"about_ca_topic_score_gemma":0.0034266,"domain_scores_codex":[0.96678,0.01586131,0.004735086,0.001566016,0.01049118,0.0005663702],"domain_scores_gemma":[0.6140211,0.3240382,0.007164469,0.006310143,0.0421996,0.006266464],"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":[0.0001680889,0.00004195838,0.00004433658,0.001627563,0.0001974892,0.0001166271,0.0000284493,0.0003339296,0.00008263959,0.006724734,0.9669347,0.02369948],"study_design_scores_gemma":[0.0007295938,0.0002153563,0.0004155732,0.002478842,0.0008057258,0.0006799874,0.00009823512,0.002998449,0.0004741205,0.04781865,0.943132,0.0001534671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003395463,0.01500745,0.001688396,0.05402449,0.9284075,0.00003216443,0.00003835422,0.00007324288,0.0006944321],"genre_scores_gemma":[0.0007724795,0.01042992,0.0017843,0.02280311,0.9620888,0.00005817215,0.0000148049,0.00006710557,0.001981334],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9369836,"threshold_uncertainty_score":0.3332663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9570904995417888,"score_gpt":0.7893693240462735,"score_spread":0.1677211754955154,"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."}}