{"id":"W4247627487","doi":"10.5539/cco.v5n1p115","title":"Reviewer Acknowledgements for Cancer and Clinical Oncology, Vol. 5, No. 1","year":2016,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical Oncology; Medicine; Internal medicine; Oncology; Cancer; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002165046,0.0002020158,0.001309572,0.00004237093,0.00009124418,0.000007184537,0.000119773,0.0005897224,0.003173335],"category_scores_gemma":[0.08182549,0.0001096055,0.0002616703,0.00007665654,0.001117801,0.00006093759,0.0001640785,0.0004342782,0.0003395708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277027,"about_ca_system_score_gemma":0.001825803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005044235,"about_ca_topic_score_gemma":0.0005981621,"domain_scores_codex":[0.9971734,0.0002719267,0.001095201,0.0006907178,0.0002229586,0.0005457806],"domain_scores_gemma":[0.9886009,0.004652514,0.0002584798,0.0003031838,0.004741514,0.001443424],"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":[0.001023713,0.0005986083,0.1489127,0.00008309462,0.0003845208,0.00001688774,0.000004758857,9.657685e-10,0.000003738616,0.00001268152,0.3032225,0.5457367],"study_design_scores_gemma":[0.01690764,0.00811355,0.1144826,0.0003776144,0.0005928971,0.00000157478,0.000008703298,0.00001987156,0.000008656359,0.0002703221,0.8591015,0.0001151075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.688067,0.09627896,0.000907599,0.07969663,0.09886479,0.009010143,0.0006155756,0.0002004721,0.02635885],"genre_scores_gemma":[0.04378902,0.7712366,0.002342338,0.02846261,0.03585282,0.002156997,0.00004598222,0.0000908861,0.1160228],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6749576,"threshold_uncertainty_score":0.9977379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091512357272238,"score_gpt":0.5765542318607636,"score_spread":0.3674029961335398,"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."}}