{"id":"W4229373324","doi":"10.1242/dmm.049597","title":"First person – Rujuta Deshpande","year":2022,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory Bowel Diseases; Gerontology; Medicine; Library science; Disease; Pathology; Inflammatory bowel disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003126475,0.0006828682,0.0006691482,0.001063931,0.005417639,0.004335674,0.001173957,0.00196524,0.1720306],"category_scores_gemma":[0.01960727,0.0004826613,0.0003489432,0.0006603128,0.001262456,0.003366792,0.003126909,0.005493782,0.07553174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638515,"about_ca_system_score_gemma":0.004275148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773665,"about_ca_topic_score_gemma":0.004311381,"domain_scores_codex":[0.9958459,0.001125399,0.000136594,0.0007607699,0.001733851,0.0003975252],"domain_scores_gemma":[0.9870017,0.001659862,0.0007634852,0.0007115997,0.004868722,0.004994678],"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":[0.00003675218,0.00005903895,0.0003147617,0.00009538637,0.000003740644,0.0003031112,0.002822094,0.00002585863,0.001013794,0.002928872,0.9612828,0.03111373],"study_design_scores_gemma":[0.000002223411,0.00001244627,0.0001862803,0.00004522491,0.000001132897,0.000307398,0.001631854,0.0000239594,0.0001649326,0.0002578103,0.997358,0.000008700167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02177528,0.02356543,0.01052992,0.4431811,0.1193067,0.0006678047,0.002700537,0.004226162,0.374047],"genre_scores_gemma":[0.07270399,0.005188904,0.00464279,0.1031832,0.00598151,0.0005646739,0.0003747006,0.001593606,0.8057665],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1720306,"threshold_uncertainty_score":0.5754997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411605619573881,"score_gpt":0.2090515424442138,"score_spread":0.184935486248475,"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."}}