{"id":"W2608513919","doi":"10.1007/s12032-017-0968-4","title":"Need for new review of article on ketogenic dietary regimes for cancer patients","year":2017,"lang":"en","type":"letter","venue":"Medical Oncology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hematology; Medicine; Ketogenic diet; Cancer; Internal medicine; Oncology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004132571,0.0002443701,0.001724309,0.00006622591,0.00006745388,0.00000268143,0.0002615261,0.0007428569,0.000349208],"category_scores_gemma":[0.004903599,0.0001680811,0.0004558262,0.00004258545,0.0002615004,0.00002121088,0.00007407057,0.0006102686,0.0000166229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009288285,"about_ca_system_score_gemma":0.001168649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007762384,"about_ca_topic_score_gemma":0.00002143855,"domain_scores_codex":[0.9980844,0.00005888149,0.0005695053,0.0003489385,0.0005090858,0.0004291897],"domain_scores_gemma":[0.9979154,0.0007030494,0.0004610165,0.0003993374,0.000314263,0.0002068739],"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":[0.0002981471,0.0001651679,0.0003636999,0.007139195,0.000337644,0.00002835476,0.00004657176,4.412176e-9,0.000004277105,0.00001394537,0.8215631,0.17004],"study_design_scores_gemma":[0.004055807,0.00224564,0.002048465,0.007003935,0.001526182,0.000002233989,0.00000473667,0.000002535819,0.00002972807,0.0001469858,0.9827922,0.0001415648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007075178,0.05122486,0.00001987496,0.9371017,0.003487734,0.002051409,0.0001051329,0.00002199094,0.005279832],"genre_scores_gemma":[0.0001211708,0.06408974,0.0004888189,0.904724,0.01104165,0.000796922,0.0003815102,0.00005400724,0.01830221],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1698984,"threshold_uncertainty_score":0.6854147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06330595158205803,"score_gpt":0.3909375148601085,"score_spread":0.3276315632780504,"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."}}