{"id":"W4210383073","doi":"10.3390/curroncol29020059","title":"Acknowledgment to Reviewers of Current Oncology in 2021","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Publishing; Clinical Oncology; Current (fluid); Quality (philosophy); Data science; Medical physics; Medical education; Oncology; Internal medicine; Computer science; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006171814,0.000187502,0.0008312128,0.0003346898,0.00005476477,0.000001261511,0.000227781,0.00005325807,0.003420599],"category_scores_gemma":[0.000211194,0.0001845832,0.0001343075,0.0006581165,0.000112368,0.00003516764,0.0003737605,0.0006507549,0.00009742633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769193,"about_ca_system_score_gemma":0.0008833978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000682569,"about_ca_topic_score_gemma":0.0000478869,"domain_scores_codex":[0.9978591,0.0003367879,0.0006711961,0.0004181173,0.0003074686,0.0004073424],"domain_scores_gemma":[0.9988471,0.000142878,0.00025244,0.0003799014,0.0001913074,0.0001863961],"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":[0.0008314336,0.002403191,0.009771481,0.0002971751,0.00003469142,0.00002292398,0.001851535,0.0001213454,0.001206698,0.0004322806,0.008132052,0.9748952],"study_design_scores_gemma":[0.002961633,0.002195022,0.004042046,0.0002190909,0.00005833929,0.0000422627,0.0007435784,0.00002760519,0.0002379079,0.0002059284,0.9891191,0.000147448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6573377,0.2704878,0.002021028,0.01439069,0.0350529,0.005974879,0.0001619032,0.0001130725,0.01446009],"genre_scores_gemma":[0.9705997,0.01366738,0.003784107,0.001868483,0.002603899,0.005465786,0.0002907642,0.0001624463,0.001557457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9809871,"threshold_uncertainty_score":0.9974904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593998914923544,"score_gpt":0.48567606005704,"score_spread":0.3262761685646856,"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."}}