{"id":"W2784138586","doi":"10.1161/circoutcomes.117.004425","title":"Elephant in the Room","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003595671,0.0003001594,0.001139601,0.0002438159,0.0001333534,0.0001959989,0.0003730629,0.0005453764,0.0001271121],"category_scores_gemma":[0.0002221461,0.0002688555,0.001004563,0.0001799067,0.0001159103,0.0001531121,0.00006870051,0.0008111068,0.0003774788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093499,"about_ca_system_score_gemma":0.000023662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241675,"about_ca_topic_score_gemma":0.00001739453,"domain_scores_codex":[0.9975818,0.0002522591,0.001005022,0.0006363883,0.0001167692,0.0004077039],"domain_scores_gemma":[0.9984181,0.0002902993,0.000296009,0.0009178809,0.00002716393,0.00005058225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001477558,0.0001107984,0.3412574,0.0009405875,0.004450209,0.0001373221,0.002552537,0.0003588544,7.974052e-7,0.1577046,0.487438,0.005034115],"study_design_scores_gemma":[0.0004222195,0.000004717808,0.2287826,0.000008016436,0.00003894602,0.000008477813,0.00001408852,0.0002023075,4.185067e-7,0.03215279,0.7380616,0.0003037571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03379924,0.01949853,0.001752414,0.9216353,0.001415229,0.001048461,0.0005758511,0.00006513978,0.02020981],"genre_scores_gemma":[0.2130888,0.0007433494,0.00004649203,0.7830657,0.002552886,0.00006436137,0.0002063538,0.00004740332,0.0001846991],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2506237,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539762620265669,"score_gpt":0.327548511722191,"score_spread":0.1735722496956241,"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."}}