{"id":"W2260719343","doi":"10.1093/qjmed/2.1.59","title":"Linitis Plastica: A Study of Ten Cases","year":2015,"lang":"en","type":"article","venue":"QJM","topic":"Dupuytren's Contracture and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Linitis plastica; Medicine; Cancer; Internal medicine","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":[0.0000322879,0.00006568643,0.000184012,0.00003989188,0.00001105763,0.000003590837,0.00002563305,0.00002721728,0.00005568084],"category_scores_gemma":[0.000170728,0.00004459231,0.00002473517,0.00005605967,0.00001554206,0.00002475567,0.0000132317,0.00004577979,0.00007522266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539101,"about_ca_system_score_gemma":0.00004580975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002197126,"about_ca_topic_score_gemma":0.00008874656,"domain_scores_codex":[0.99954,0.00001349474,0.0001129897,0.00009569655,0.0001504798,0.00008739044],"domain_scores_gemma":[0.9995659,0.00008092055,0.00003241506,0.0001501029,0.0000649916,0.0001056786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088667,0.008307149,0.9228065,0.00004232095,0.0009582129,0.008238889,0.006159685,0.000004122393,0.0001205786,0.00009970724,0.01416643,0.03800774],"study_design_scores_gemma":[0.02815278,0.01985903,0.9206219,0.0001700836,0.001935764,0.0007654127,0.006140296,0.00003806519,0.0024201,0.0002108591,0.01941531,0.0002704569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880881,0.0001393917,0.000005017217,0.0001090199,0.0001078859,0.0002146099,0.000007676032,0.00002323488,0.01130511],"genre_scores_gemma":[0.9982069,0.000002080437,0.00009048044,0.00007503658,0.00008951798,0.00001052623,0.000008631847,0.000007700475,0.001509144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03773728,"threshold_uncertainty_score":0.1818422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0765612735671358,"score_gpt":0.3388177081303865,"score_spread":0.2622564345632507,"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."}}