{"id":"W2998850052","doi":"10.1016/j.semcdb.2020.01.002","title":"Mechanisms of fibrosis","year":2020,"lang":"en","type":"review","venue":"Seminars in Cell and Developmental Biology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Fibrosis; Computational biology; Cell biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009818508,0.0002540036,0.00148611,0.0001575237,0.0000196729,0.000002938384,0.00008329847,0.0004598297,0.0001041733],"category_scores_gemma":[0.00003615982,0.0001747119,0.0001676069,0.0002271201,0.00008598092,0.000009211426,0.0001278983,0.0001913075,0.00003874906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007896456,"about_ca_system_score_gemma":0.0003126859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043929,"about_ca_topic_score_gemma":4.947087e-7,"domain_scores_codex":[0.9987291,0.00006434904,0.0006042192,0.0003566222,0.00006870521,0.0001770746],"domain_scores_gemma":[0.9994557,0.0001376871,0.0001850802,0.00008879461,0.0000129612,0.0001197205],"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":[0.00002877091,0.00008265825,0.0002576736,0.01326038,0.0001071279,0.00004148673,0.0001548424,4.642156e-9,0.001220232,0.00007866321,0.0007179268,0.9840502],"study_design_scores_gemma":[0.0008180118,0.0003925365,0.00005639939,0.06795716,0.0005806502,0.0003740676,0.0006443222,9.732937e-7,0.001179104,0.0001635058,0.9274371,0.0003961858],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003005308,0.9964559,0.000005558971,0.00001256013,0.0001541403,0.0004177616,0.00004849512,0.00001449002,0.002590548],"genre_scores_gemma":[0.0008552157,0.9966494,0.001905237,0.00005720721,0.00001907647,0.00003760704,0.0001945877,0.00002055067,0.0002610874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983654,"threshold_uncertainty_score":0.7124543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834266951761884,"score_gpt":0.2864924267696553,"score_spread":0.2581497572520365,"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."}}