{"id":"W3031072535","doi":"10.1158/2326-6074.tumimm18-a20","title":"Abstract A20: Enhancing checkpoint inhibitor therapy with ultrasound stimulated microbubbles","year":2020,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Microbubbles; Ultrasound; Radiation therapy; Immunotherapy; Chemotherapy; Colorectal cancer; Cancer research; Cancer; Pharmacology; Oncology; Internal medicine; Radiology","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":[0.0001537732,0.0003748992,0.0002186026,0.000279937,0.00008035759,0.0002121868,0.0002002125,0.0003562102,0.001349459],"category_scores_gemma":[0.00009519571,0.0001018377,0.0002030383,0.0001299156,0.0001853526,0.0002656193,0.0001905986,0.000407092,0.0001898024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031684,"about_ca_system_score_gemma":0.0001529787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004646602,"about_ca_topic_score_gemma":0.0004303496,"domain_scores_codex":[0.9999334,0.00001281138,0.000003888871,0.0000155073,0.00001803126,0.0000164217],"domain_scores_gemma":[0.9999461,0.0000104565,0.00001520444,0.000003405883,0.000005179472,0.00001959165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003531696,0.0001292315,0.00008108708,0.00006210259,0.000007274899,0.00003353181,0.000009539503,0.000270172,0.9940923,0.0001448654,0.0001197658,0.004697131],"study_design_scores_gemma":[0.00007563617,0.001992926,0.0005739283,0.000005277021,0.00001927712,0.00008517817,0.000006946999,0.002203882,0.9926651,0.00004625782,0.002321148,0.00000441552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9858875,0.002906654,0.008466627,0.000209552,0.00008677976,0.0001052816,0.0001777422,0.0002089657,0.00195093],"genre_scores_gemma":[0.9900637,0.001174848,0.005888734,0.00008635636,0.00003353277,0.00007630216,0.0001595918,0.00001990878,0.00249703],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001349459,"threshold_uncertainty_score":0.004514337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365946276296409,"score_gpt":0.3119882252205616,"score_spread":0.2583287624575976,"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."}}