{"id":"W6907867509","doi":"10.25358/openscience-5062","title":"Palliativtherapie des Magenkarzinoms: wissenschaftliche Aufarbeitung der Evidenzlage im Rahmen der Aktualisierung der S3-Leitlinie Magenkarzinom","year":2020,"lang":"de","type":"dissertation","venue":"Gutenberg Open Science","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Care Ontario; National Institute for Health and Care Excellence; Alberta Health Services","keywords":"Pain therapy; Child and adolescent psychiatry; Neoplasm staging","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003468633,0.002080267,0.002690037,0.001200394,0.002465216,0.003599958,0.007769376,0.0007244084,0.00396688],"category_scores_gemma":[0.002250708,0.001928634,0.000817883,0.00552655,0.002226779,0.003372104,0.002996126,0.001737968,0.003962282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426291,"about_ca_system_score_gemma":0.004171588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003977415,"about_ca_topic_score_gemma":0.001785999,"domain_scores_codex":[0.9857731,0.000432911,0.002573274,0.004289439,0.003774759,0.003156512],"domain_scores_gemma":[0.991493,0.0005792053,0.001739374,0.00278565,0.001520205,0.001882561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006450597,0.002926264,0.2634118,0.01090723,0.01980257,0.00844316,0.2764769,0.0004811157,0.1494323,0.007813092,0.1230644,0.1307905],"study_design_scores_gemma":[0.01591154,0.001714593,0.6608008,0.007036031,0.01586629,0.0001139028,0.05772087,0.00324623,0.02601378,0.001218688,0.2025754,0.007781875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.742217,0.136748,0.003935734,0.02253924,0.01866891,0.0207043,0.0002906697,0.001033065,0.05386313],"genre_scores_gemma":[0.8852477,0.01031603,0.01818443,0.01634721,0.003664097,0.000852608,0.001498655,0.0006464476,0.06324282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3973889,"threshold_uncertainty_score":0.9991939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692302750608516,"score_gpt":0.3829641683862341,"score_spread":0.3060411408801489,"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."}}