{"id":"W4406564740","doi":"10.1016/j.ypdi.2015.02.041","title":"10.1016/j.ypdi.2015.02.041","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; DNA methylation; Pulmonary fibrosis; Gene; Methylation; Idiopathic pulmonary fibrosis; Gene expression; Cancer research; Genetics; Fibrosis; Pathology; Internal medicine; Biology; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000640068,0.0008330243,0.0005284164,0.001425542,0.0009075946,0.002837447,0.0008933354,0.003046315,0.8669108],"category_scores_gemma":[0.00156462,0.0003454285,0.0005066994,0.0006767875,0.0007306624,0.002126415,0.001290689,0.001670412,0.8188568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007812171,"about_ca_system_score_gemma":0.001053281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682816,"about_ca_topic_score_gemma":0.001498878,"domain_scores_codex":[0.9997301,0.00002466254,0.00002334094,0.00007196472,0.00007929569,0.0000706683],"domain_scores_gemma":[0.9990121,0.0001404186,0.0001212601,0.00005883382,0.0001914717,0.0004758226],"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":[0.0003130332,0.0002428559,0.007693321,0.0004562943,0.00003738587,0.0006640618,0.0001527532,0.0001838541,0.0008829567,0.005223686,0.3580089,0.626141],"study_design_scores_gemma":[0.00005986114,0.0001020099,0.006289368,0.0007937381,0.00003451504,0.004173075,0.0003063183,0.0001895948,0.0004689508,0.005185327,0.9823705,0.00002675226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00783578,0.02248798,0.003393922,0.01819692,0.005785646,0.0001310932,0.004597973,0.001928833,0.9356418],"genre_scores_gemma":[0.02228529,0.00691855,0.002262384,0.003730134,0.001649046,0.00009138467,0.00251595,0.0003482478,0.9601991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1330892,"threshold_uncertainty_score":0.1898355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004422325246467588,"score_gpt":0.1968184452811486,"score_spread":0.192396120034681,"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."}}