{"id":"W2964983859","doi":"10.1089/jpm.2019.0242","title":"Treatment-Related Decisions in Malignant Gliomas: A Feasibility Study","year":2019,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wilmot Cancer Institute, University of Rochester Medical Center","keywords":"Medicine; Glioma; Glioblastoma; MEDLINE; Oncology; Internal medicine; Cancer research","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":[0.004846529,0.0003856165,0.0003485331,0.0006224954,0.0006102822,0.0005748991,0.0004542824,0.000488888,0.001914887],"category_scores_gemma":[0.01331983,0.0002894673,0.0004253833,0.0004083003,0.0006204543,0.0009157655,0.0006584991,0.0007105285,0.0004841213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008772141,"about_ca_system_score_gemma":0.002187373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880837,"about_ca_topic_score_gemma":0.002703929,"domain_scores_codex":[0.9978154,0.001389352,0.0001408085,0.0001360555,0.0002914802,0.0002269158],"domain_scores_gemma":[0.9903654,0.005305375,0.001716766,0.0003947334,0.001004986,0.00121285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01309397,0.0431941,0.8602095,0.000426747,0.0001112801,0.001828627,0.006647972,0.0008669258,0.001851436,0.0003897011,0.001280961,0.07009879],"study_design_scores_gemma":[0.007575195,0.1510348,0.8126898,0.0001811872,0.0001942168,0.004274411,0.008125971,0.007478746,0.002509702,0.0007219645,0.005050255,0.0001636715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989622,0.00002525352,0.0001004729,0.0000479549,0.000003284873,0.0004862603,0.00004046647,0.000002496749,0.0003315503],"genre_scores_gemma":[0.9975668,0.00008107098,0.001111063,0.00006755901,0.00001514232,0.0009416068,0.0001097417,0.00000155198,0.0001054997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004846529,"threshold_uncertainty_score":0.02563119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119639000284856,"score_gpt":0.4653222038708796,"score_spread":0.3533583038423939,"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."}}