{"id":"W4309264028","doi":"10.1126/science.adf8359","title":"Tumors can teem with microbes. But what are they doing there?","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474991,0.0007381664,0.001061542,0.0007976445,0.001330852,0.004034836,0.0004324158,0.002248655,0.007008656],"category_scores_gemma":[0.004608992,0.000422441,0.0008466395,0.0005747793,0.0019482,0.004805502,0.001897226,0.003799207,0.003207873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007471396,"about_ca_system_score_gemma":0.001313447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135909,"about_ca_topic_score_gemma":0.002060421,"domain_scores_codex":[0.9989129,0.0002999845,0.00004789075,0.0001782457,0.000306906,0.0002541237],"domain_scores_gemma":[0.9981325,0.0004024633,0.0004315998,0.0001976805,0.0003749661,0.0004608882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001486287,0.0007279242,0.0740258,0.004456636,0.0009417016,0.002454955,0.002531089,0.0007768461,0.2072034,0.05173979,0.08946678,0.5641889],"study_design_scores_gemma":[0.0002068453,0.001864878,0.06282374,0.003033856,0.0007395536,0.007686683,0.01030123,0.001459923,0.06347351,0.09342769,0.754706,0.0002761107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1804288,0.5013509,0.02970242,0.212,0.01558472,0.0002609283,0.001647045,0.001037983,0.05798712],"genre_scores_gemma":[0.6593893,0.245151,0.01766254,0.04543241,0.005559327,0.0002687468,0.0008032216,0.0003205228,0.02541296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007008656,"threshold_uncertainty_score":0.02344626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059892371491626,"score_gpt":0.2411916095260407,"score_spread":0.2305926858111244,"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."}}