{"id":"W2145776399","doi":"10.1136/jcp.2006.044834","title":"Intraoperative assessment of the Whipple resection specimen","year":2007,"lang":"en","type":"review","venue":"Journal of Clinical Pathology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Resection; General surgery; Surgery; Surgical resection; Medical physics; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006264058,0.0008056051,0.0009174988,0.002815332,0.0003391047,0.0006181099,0.0009452867,0.0007348267,0.001639495],"category_scores_gemma":[0.0009574568,0.0002066921,0.0003176226,0.0009256799,0.0005380397,0.001064421,0.0005168021,0.000764775,0.001553538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197371,"about_ca_system_score_gemma":0.0004888025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009051003,"about_ca_topic_score_gemma":0.002030718,"domain_scores_codex":[0.9997581,0.0000465868,0.00003030212,0.00003407005,0.0001047675,0.00002629061],"domain_scores_gemma":[0.9996507,0.0001381819,0.0000715455,0.00002179463,0.00008259998,0.00003526848],"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":[0.0001416327,0.0000581019,0.007547464,0.005740253,0.00005467964,0.05435234,0.0003192807,0.0003582485,0.02441461,0.0007417441,0.01036708,0.8959047],"study_design_scores_gemma":[0.00001437222,0.0003287876,0.03704264,0.004216041,0.0001696141,0.6785544,0.001896526,0.0004485965,0.0155566,0.001281297,0.260417,0.00007403454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01716849,0.9567521,0.008592254,0.001464322,0.0009113806,0.0001072208,0.0001129152,0.0001648704,0.01472653],"genre_scores_gemma":[0.08364286,0.8980038,0.0120048,0.0008628829,0.0007571896,0.00004496641,0.0002701321,0.00001617667,0.004397196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002815332,"threshold_uncertainty_score":0.005484641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3935656086782913,"score_gpt":0.6400943930319201,"score_spread":0.2465287843536288,"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."}}