{"id":"W2140012043","doi":"10.1039/c5ib90013a","title":"Live long and prosper: the enterprise of understanding diseased epithelium","year":2015,"lang":"en","type":"article","venue":"Integrative Biology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Epithelium; Biology; Cell biology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001141514,0.0001141692,0.0001302592,0.00002232542,0.00004074248,0.000008581209,0.0001162679,0.00007501203,0.000007525488],"category_scores_gemma":[0.0001889693,0.00006312931,0.00005601643,0.00003636668,0.0003205462,0.000002597937,0.0000812174,0.00005353291,0.000003156955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001523955,"about_ca_system_score_gemma":0.00006895144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002516649,"about_ca_topic_score_gemma":0.00006721287,"domain_scores_codex":[0.9993876,0.0001189707,0.0001219034,0.0001984037,0.00004214071,0.0001309678],"domain_scores_gemma":[0.999582,0.00003771614,0.00006960466,0.0001451709,0.00007897319,0.00008651384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000565817,0.00008679844,0.4629447,0.00001258083,0.0001337943,0.000007052099,0.0005209593,0.000002148042,0.5293497,0.004637957,0.001141408,0.0005970331],"study_design_scores_gemma":[0.006596251,0.009907645,0.6322851,0.0003845747,0.0005585513,0.0002272172,0.02666115,0.000981572,0.2760518,0.02625512,0.0181137,0.001977385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873251,0.003686153,0.006896882,0.0001657879,0.0001276483,0.0002148411,0.0007355429,0.000007170092,0.0008408838],"genre_scores_gemma":[0.9992905,0.0001982081,0.00007218891,0.0001280832,0.00006877859,0.00001516657,0.0001304958,0.000006505125,0.00009002002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253298,"threshold_uncertainty_score":0.2574338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074605987781443,"score_gpt":0.2710251160818353,"score_spread":0.2402790562040208,"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."}}