{"id":"W7036629646","doi":"","title":"Borderline Resectable Pancreatic Cancer: Challenges for Clinical Management","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neoadjuvant therapy; Pancreatic cancer; Radiation therapy; Pancreatic ductal adenocarcinoma; Chemotherapy; Adenocarcinoma; Randomized controlled trial; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005265716,0.0001916619,0.0006020814,0.0004692121,0.001601624,0.0007936372,0.002740942,0.00005292087,0.02513845],"category_scores_gemma":[0.000199725,0.0001932293,0.000250922,0.00083346,0.0001762142,0.0008335568,0.001662936,0.0002945324,0.000006065601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230992,"about_ca_system_score_gemma":0.0002465044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007848923,"about_ca_topic_score_gemma":0.003915318,"domain_scores_codex":[0.9965395,0.0006663539,0.0008326449,0.0005032636,0.0009463624,0.0005118684],"domain_scores_gemma":[0.9979949,0.0005096677,0.0006216116,0.0004088901,0.0002482032,0.0002167564],"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":[0.0005562632,0.001246028,0.1049275,0.0003718132,0.0009715333,0.00004330013,0.002181727,0.0005248566,0.00008722005,0.04596617,0.3589042,0.4842195],"study_design_scores_gemma":[0.0006922919,0.00003616679,0.07267942,0.0001494825,0.0001828393,5.019317e-7,0.006028192,0.0001262445,0.00002119633,0.0233647,0.8964198,0.0002991829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2836383,0.221191,0.001441293,0.02942451,0.006333718,0.007388583,0.0003967004,0.0002408264,0.449945],"genre_scores_gemma":[0.6278618,0.3635619,0.0004093163,0.0005468013,0.0004866879,0.001118283,0.00001767632,0.00003279858,0.005964704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5375156,"threshold_uncertainty_score":0.9996982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5379053628493877,"score_gpt":0.6417008513444067,"score_spread":0.103795488495019,"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."}}