{"id":"W4400999235","doi":"10.54097/j8gxq228","title":"Cancer Treatment Response Differences in Pediatric and Adult Cancers","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada)","funders":"","keywords":"Cancer; Medicine; Oncology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008508004,0.00008443983,0.0002835106,0.0003910167,0.0001691625,0.0003877261,0.0001700982,0.0002069648,0.003359903],"category_scores_gemma":[0.004557806,0.00004798379,0.0003606507,0.000739838,0.0001756799,0.000323962,0.0003449948,0.000429177,0.0003096277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008091161,"about_ca_system_score_gemma":0.0005294431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140678,"about_ca_topic_score_gemma":0.0029759,"domain_scores_codex":[0.9991785,0.0002549803,0.00010217,0.000119522,0.0001972538,0.00014759],"domain_scores_gemma":[0.9974862,0.00103483,0.0008722414,0.00009094521,0.0002960683,0.0002196388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001568984,0.0002077342,0.7132536,0.0004432969,0.0003290124,0.000385551,0.001427231,0.001070473,0.00266424,0.002064955,0.005854721,0.2707301],"study_design_scores_gemma":[0.00004208502,0.0007646252,0.9690802,0.0001493931,0.0001306633,0.001424356,0.00109753,0.0003391507,0.001001809,0.0006069778,0.02534924,0.00001394551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491079,0.02463287,0.002585823,0.002112061,0.0001147609,0.00009721287,0.002733067,0.00004889485,0.01856734],"genre_scores_gemma":[0.9911418,0.004800819,0.0007082738,0.0006529537,0.00006738358,0.0000701852,0.001389787,0.00002576681,0.001142978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359903,"threshold_uncertainty_score":0.01124001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306926307634976,"score_gpt":0.2804577613708331,"score_spread":0.2673884982944834,"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."}}