{"id":"W3191344580","doi":"10.1038/s41571-021-00550-9","title":"Practicing on the edge of oncology: when standard of care feels uncomfortable","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Guideline; Randomized controlled trial; Standard of care; MEDLINE; Alternative medicine; Medical physics; Family medicine; Internal medicine; Pathology","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008067059,0.0005842181,0.01377656,0.0002318402,0.00009288712,0.00002443496,0.001066921,0.003494363,0.0009603954],"category_scores_gemma":[0.01287127,0.0004132063,0.002882006,0.0004320307,0.000414862,0.0001461883,0.000284467,0.004179653,0.0002440397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111965,"about_ca_system_score_gemma":0.002527739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004633258,"about_ca_topic_score_gemma":0.0001536115,"domain_scores_codex":[0.9906685,0.0009301236,0.006853731,0.0009525136,0.00008907656,0.0005060064],"domain_scores_gemma":[0.9808675,0.006448917,0.01087356,0.001354112,0.0002748138,0.0001811177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005696167,0.0002020244,0.0000821086,0.00581926,0.0003447249,0.000009800082,0.00009334639,6.610487e-7,8.441046e-9,0.08916838,0.03188521,0.8723375],"study_design_scores_gemma":[0.0005055976,0.002326069,0.00001215225,0.007926925,0.0005338925,0.00001020702,0.00004606754,6.203502e-7,6.693234e-7,0.001930153,0.9863533,0.0003542994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008187872,0.8975229,0.00003713307,0.0009242342,0.003051925,0.001697681,0.0006184273,0.00001032058,0.09612923],"genre_scores_gemma":[0.00006241314,0.9948965,0.001441837,0.001653368,0.00093731,0.0001480263,0.00008908121,0.00007213508,0.0006992729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9544681,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307679495657957,"score_gpt":0.4774872909975916,"score_spread":0.2467193414317959,"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."}}