{"id":"W2600612550","doi":"10.1111/his.13224","title":"Immune modulator‐induced changes in the gastrointestinal tract","year":2017,"lang":"en","type":"letter","venue":"Histopathology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Library science; Gerontology; Computer science","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":[0.000567904,0.0003254132,0.0006413203,0.0002423443,0.0001375198,0.00002419861,0.000504592,0.0005076239,0.0002195097],"category_scores_gemma":[0.0001029846,0.000229292,0.0002200357,0.00007172237,0.0002971711,0.00002850956,0.00003623757,0.002081282,0.00005028065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430259,"about_ca_system_score_gemma":0.0001749199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002850282,"about_ca_topic_score_gemma":0.0001191721,"domain_scores_codex":[0.9982795,0.0002127705,0.0003242882,0.0004437655,0.0002599554,0.0004797272],"domain_scores_gemma":[0.9983258,0.00009321433,0.0003334457,0.001176362,0.00004659142,0.00002458988],"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":[0.0007870181,0.0002056374,0.006176918,0.0003084186,0.00001008484,0.05249856,0.001069768,7.913478e-8,0.08067261,0.000009017046,0.8511736,0.007088311],"study_design_scores_gemma":[0.001194657,0.0007432301,0.2951611,0.0002977294,0.00007701945,0.02382571,0.00003058981,0.000002556509,0.00008226806,0.00002621232,0.6783572,0.0002017224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1039189,0.002496612,0.000009245769,0.8857751,0.001288092,0.0006928782,0.00002651741,0.00005463145,0.005738098],"genre_scores_gemma":[0.1958995,0.0001862989,0.0002807806,0.7858911,0.006442113,0.0002537584,0.0003915571,0.0001248065,0.01053013],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2889841,"threshold_uncertainty_score":0.9350257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969669493294398,"score_gpt":0.2888488175084793,"score_spread":0.2491521225755354,"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."}}