{"id":"W2755149706","doi":"10.1016/s2213-2600(17)30348-x","title":"Personalised medicine for IPF: getting closer, but not there yet","year":2017,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Idiopathic pulmonary fibrosis; Medicine; Scopus; Incidence (geometry); Internal medicine; Disease; Lung fibrosis; Epidemiology; Web of science; MEDLINE; Lung; Intensive care medicine; Pulmonary fibrosis; Meta-analysis","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":[0.004633061,0.0008233642,0.001919587,0.0007176425,0.003759705,0.005404362,0.001652484,0.06853694,0.0136797],"category_scores_gemma":[0.03702745,0.0005511002,0.001375704,0.0005996393,0.005202863,0.007857447,0.00274349,0.05781579,0.009210858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004640009,"about_ca_system_score_gemma":0.005143238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455291,"about_ca_topic_score_gemma":0.005994207,"domain_scores_codex":[0.9942351,0.002173008,0.0006199721,0.0004944738,0.001770043,0.0007073823],"domain_scores_gemma":[0.9820947,0.01000129,0.001147996,0.000487814,0.002423001,0.003845226],"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":[0.00004294461,0.00003814698,0.000399353,0.0001153179,0.0000169504,0.0009788841,0.0001662604,0.00003210877,0.0001401554,0.005607538,0.9805543,0.01190812],"study_design_scores_gemma":[0.000174227,0.00009034314,0.0008093508,0.001072995,0.00003210577,0.001837356,0.0007588927,0.0002454493,0.0001196959,0.02304854,0.9717451,0.00006596723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007161723,0.001946884,0.00002480195,0.9875849,0.009302134,0.000002571559,0.00001375649,0.000005331724,0.001047882],"genre_scores_gemma":[0.001844879,0.002433135,0.00009766618,0.9380873,0.05374742,0.00001529313,0.00001450855,0.0000135777,0.003746275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06853694,"threshold_uncertainty_score":0.04576308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036266558255401,"score_gpt":0.3515979300939737,"score_spread":0.2479712742684336,"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."}}