{"id":"W4393096869","doi":"10.1158/1538-7445.am2024-2881","title":"Abstract 2881: Comparing the effects of proton and photon therapy on promoting cancer aggressiveness in ovarian cancer and glioblastoma","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Cancer; Glioblastoma; Medicine; Proton therapy; Ovarian cancer; Oncology; Internal medicine; Cancer research; Radiation therapy","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":[0.0003263552,0.0001671648,0.0005025254,0.0002683137,0.0001616285,0.0002766742,0.0001795285,0.000286256,0.002666614],"category_scores_gemma":[0.0003969812,0.0001039608,0.0004843276,0.0002417167,0.000188089,0.0002304887,0.0002070566,0.0006345508,0.0001544609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574972,"about_ca_system_score_gemma":0.000460298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164472,"about_ca_topic_score_gemma":0.001607496,"domain_scores_codex":[0.9998519,0.00004534396,0.00001489038,0.00001698911,0.00003931648,0.00003152065],"domain_scores_gemma":[0.9997957,0.00006736248,0.0000402244,0.00001264952,0.00003408628,0.00005002251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09390882,0.01466492,0.02194944,0.005580837,0.001466522,0.0004471247,0.000412416,0.004019345,0.6383262,0.001175847,0.005537064,0.2125115],"study_design_scores_gemma":[0.01083699,0.3268374,0.1444219,0.0004356896,0.002721108,0.001126424,0.001073791,0.006547837,0.4799715,0.001001792,0.0249384,0.00008702995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9925954,0.005131263,0.0003947117,0.0001893663,0.0001447179,0.0001495728,0.0002404571,0.00001590033,0.00113868],"genre_scores_gemma":[0.9939412,0.003511368,0.0005899302,0.0002009049,0.00005936111,0.0001531912,0.0002868118,0.000007677325,0.001249667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002666614,"threshold_uncertainty_score":0.008920729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841273162653946,"score_gpt":0.4207338671216159,"score_spread":0.3523211354950765,"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."}}