{"id":"W4256444108","doi":"10.1002/jso.10182","title":"Commentary","year":2003,"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; Clinical Oncology; Internal medicine; Computer science; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009304042,0.001097986,0.001950665,0.001640446,0.008086326,0.008502997,0.00498735,0.1005961,0.03067201],"category_scores_gemma":[0.08776553,0.001115442,0.003040742,0.001503089,0.00443265,0.004749575,0.004888657,0.06574364,0.01814844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009903121,"about_ca_system_score_gemma":0.01636264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01639212,"about_ca_topic_score_gemma":0.02320647,"domain_scores_codex":[0.9893923,0.002055325,0.0009227,0.001639958,0.003858309,0.002131444],"domain_scores_gemma":[0.9482933,0.02604026,0.003014731,0.001543994,0.01406112,0.007046625],"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":[0.00001937216,0.000004168671,0.00007276496,0.00005319188,0.00001144825,0.0001935243,0.00009310828,0.00001137638,0.00003616932,0.001311754,0.9967205,0.001472574],"study_design_scores_gemma":[0.00006037521,0.0000138872,0.0003856413,0.0005236652,0.00004352148,0.0002899594,0.0004412754,0.00003583737,0.0001235066,0.002455999,0.9955919,0.00003439263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001492826,0.001401046,0.00003996875,0.9107721,0.08371622,0.00001482002,0.00006865052,0.00001803267,0.003819877],"genre_scores_gemma":[0.0009786581,0.0004032555,0.00004228365,0.966031,0.0248533,0.0000282875,0.00002032101,0.00001739626,0.007625537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.969328,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05200654764854499,"score_gpt":0.402898157258768,"score_spread":0.350891609610223,"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."}}