{"id":"W4233329414","doi":"10.3410/f.14017956.15474056","title":"Faculty Opinions recommendation of Survival benefit for pediatric patients with recurrent ependymoma treated with reirradiation.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ependymoma; Medicine; Neurocognitive; Retrospective cohort study; Cohort; Surgery; Radiation therapy; Population; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137584,0.000358784,0.0007231734,0.0007542008,0.0009736263,0.002020811,0.001344604,0.006987177,0.188694],"category_scores_gemma":[0.009630777,0.000294315,0.0007986492,0.001259533,0.00045583,0.0008619977,0.0005324211,0.003216865,0.09485701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383231,"about_ca_system_score_gemma":0.003316961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004638404,"about_ca_topic_score_gemma":0.01085612,"domain_scores_codex":[0.9989803,0.0001375424,0.0001577262,0.0001315688,0.0004527514,0.0001400328],"domain_scores_gemma":[0.9917453,0.001063698,0.0007303759,0.0003283568,0.004569332,0.001562948],"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":[0.0001850216,0.0001202201,0.003547551,0.0003524244,0.00003682503,0.0002077722,0.00001616956,0.00006347595,0.0005998556,0.0002912262,0.9315185,0.06306084],"study_design_scores_gemma":[0.0003581306,0.0001374438,0.01442793,0.000730246,0.00007354857,0.0004483331,0.00007852393,0.0002106602,0.0005603047,0.001012597,0.9819388,0.00002357939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01267902,0.01327788,0.001790763,0.4436413,0.08857489,0.001215827,0.02042892,0.00120204,0.4171893],"genre_scores_gemma":[0.05206417,0.02027781,0.008315966,0.1777979,0.1260193,0.001043382,0.01724459,0.0007223493,0.5965146],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.188694,"threshold_uncertainty_score":0.6312442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986052042225321,"score_gpt":0.3284756673248059,"score_spread":0.2986151469025527,"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."}}