{"id":"W2540809041","doi":"10.1183/13993003.01482-2016","title":"Unfavourable effects of medically indicated oral anticoagulants on survival in idiopathic pulmonary fibrosis: methodological concerns","year":2016,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Idiopathic pulmonary fibrosis; Medicine; Pulmonary fibrosis; Intensive care medicine; Internal medicine; Fibrosis; Lung","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":[0.3574626,0.002162939,0.005434771,0.004123526,0.001408502,0.004815599,0.006745325,0.004087557,0.006402041],"category_scores_gemma":[0.6674711,0.001096375,0.008706374,0.004196091,0.003555966,0.004105345,0.003460895,0.0060762,0.00130054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243446,"about_ca_system_score_gemma":0.004035399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160804,"about_ca_topic_score_gemma":0.003985691,"domain_scores_codex":[0.5695245,0.3259916,0.05663698,0.01389672,0.03227203,0.001678091],"domain_scores_gemma":[0.3065267,0.5893043,0.03096876,0.0368745,0.03324151,0.003084244],"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":[0.02632632,0.001381466,0.09773713,0.1117689,0.08230543,0.002568053,0.008598043,0.004591048,0.001491007,0.03968683,0.3785064,0.2450393],"study_design_scores_gemma":[0.01178867,0.009165413,0.1383734,0.09687216,0.08672062,0.00311836,0.003471237,0.02427311,0.004493521,0.1591693,0.4609992,0.00155505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05980594,0.1894856,0.1337231,0.3925742,0.1698795,0.0231034,0.01852966,0.001497937,0.01140071],"genre_scores_gemma":[0.4670173,0.02240778,0.09481498,0.2460428,0.08613926,0.0726463,0.00451009,0.001151134,0.005270462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3574626,"threshold_uncertainty_score":0.792363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07652186621596706,"score_gpt":0.3295439290514633,"score_spread":0.2530220628354962,"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."}}