{"id":"W4245280174","doi":"10.1016/s0039-6060(18)30244-7","title":"Contents","year":2018,"lang":"en","type":"paratext","venue":"Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Traditional 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003997564,0.0001909545,0.001166857,0.0002456454,0.00006047238,0.00001155297,0.0000769914,0.0004707167,0.04646463],"category_scores_gemma":[0.0004506131,0.0001495452,0.000253732,0.0001318256,0.0002580922,0.00001977914,0.00005549095,0.0003906798,0.09601428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169866,"about_ca_system_score_gemma":0.0009898364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008577486,"about_ca_topic_score_gemma":0.000003260242,"domain_scores_codex":[0.9985163,0.00008818652,0.0003319617,0.000296016,0.0003511882,0.0004163082],"domain_scores_gemma":[0.998396,0.0006105409,0.0001113936,0.0004202772,0.0002422904,0.0002195405],"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":[0.0001687793,0.00007613304,0.03004217,0.0002516712,0.0002659102,0.0001260845,0.00001651686,4.222553e-9,0.0000363852,0.000002832398,0.967595,0.001418554],"study_design_scores_gemma":[0.000332881,0.0001049755,0.01071611,0.0005729971,0.0001624073,0.00008249782,0.00001553842,0.000006897854,0.00009828053,0.00001467313,0.9877458,0.0001470087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0645372,0.003274048,0.00003905845,0.000790666,0.004202032,0.0004304746,0.00007217307,0.00003345213,0.9266209],"genre_scores_gemma":[0.01597851,0.002293632,0.00009625077,0.0009772206,0.002439036,0.00005921631,0.0006493603,0.00004604231,0.9774607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05083984,"threshold_uncertainty_score":0.954407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104809662781869,"score_gpt":0.3878966624103452,"score_spread":0.2830869996284762,"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."}}