{"id":"W4212788372","doi":"10.3747/co.27.6035","title":"A New Hope","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Malignancy; Immune system; Bioinformatics; Computational biology; Internal medicine; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007672874,0.001091755,0.001189858,0.001203336,0.004203549,0.008588656,0.001664823,0.008453692,0.04221063],"category_scores_gemma":[0.01846594,0.0003785701,0.001154365,0.0006005169,0.009045535,0.01764864,0.005474618,0.02429191,0.01321288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440483,"about_ca_system_score_gemma":0.007413919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143928,"about_ca_topic_score_gemma":0.002706592,"domain_scores_codex":[0.9973257,0.000870269,0.000128953,0.0004384823,0.0007618775,0.0004746947],"domain_scores_gemma":[0.9869589,0.00487269,0.0005955998,0.001020783,0.00289041,0.003661676],"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":[0.000269102,0.0002283841,0.0006546544,0.0005878658,0.00007328346,0.000601578,0.0005355714,0.0002176243,0.0007773102,0.1997105,0.6997855,0.09655861],"study_design_scores_gemma":[0.00004308227,0.0001203023,0.0002179225,0.0004520427,0.00002582422,0.0005988913,0.001002248,0.0001462779,0.0003102915,0.09982947,0.8972133,0.00004039323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001455045,0.0732828,0.005589065,0.8027293,0.08207928,0.00004500807,0.000306738,0.0003626892,0.03415006],"genre_scores_gemma":[0.05513108,0.11225,0.01011849,0.6422806,0.09905164,0.0002286408,0.0006123142,0.0003683552,0.07995879],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04221063,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211869212968015,"score_gpt":0.3998780927051071,"score_spread":0.2786911714083056,"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."}}