{"id":"W4234361874","doi":"10.1002/jso.20205","title":"Commentary","year":2005,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Citation; Medicine; Library science; Associate editor; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009608064,0.001116725,0.001964968,0.001717049,0.008217691,0.008799377,0.004987922,0.09692783,0.03157499],"category_scores_gemma":[0.09522203,0.001137283,0.00297103,0.001441933,0.004605024,0.004866909,0.005141984,0.06598887,0.01832793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017406,"about_ca_system_score_gemma":0.01697744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538444,"about_ca_topic_score_gemma":0.02218201,"domain_scores_codex":[0.9882503,0.002291409,0.001016953,0.001812331,0.004336673,0.002292486],"domain_scores_gemma":[0.9441109,0.02786986,0.003248558,0.001610484,0.01544662,0.007713699],"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":[0.00001696041,0.000003824879,0.00006870782,0.0000510035,0.00001095232,0.0001752043,0.0000880774,0.00001097186,0.00003314926,0.001286391,0.9967943,0.001460467],"study_design_scores_gemma":[0.00005729742,0.00001389888,0.0003607447,0.0005357026,0.00004102625,0.0002824797,0.0004117754,0.00003522714,0.0001186863,0.002407289,0.9957015,0.00003440054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001392475,0.001386015,0.00004031329,0.9063048,0.08838198,0.00001398882,0.00006648142,0.00001755413,0.003649671],"genre_scores_gemma":[0.0009736798,0.0004064775,0.00004298355,0.962961,0.02821202,0.00002758755,0.00002134706,0.00001728183,0.007337685],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09692783,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482102527392991,"score_gpt":0.4086295812264866,"score_spread":0.3604193284871876,"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."}}