{"id":"W4402616253","doi":"10.3390/cancers16183181","title":"A Promising Therapeutic Strategy of Combining Acoustically Stimulated Nanobubbles and Existing Cancer Treatments","year":2024,"lang":"en","type":"review","venue":"Cancers","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Microbubbles; Medicine; Cancer; Radiation therapy; Cancer treatment; Cancer therapy; Cancer research; Immunotherapy; Ultrasound; 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":[0.0002413483,0.0006418949,0.0006372984,0.001307912,0.0001998682,0.0005502924,0.0004268344,0.0007812302,0.002764958],"category_scores_gemma":[0.0001718961,0.0002212174,0.0004854387,0.0007520231,0.0002481567,0.0008414973,0.0004090475,0.001055321,0.001063387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923283,"about_ca_system_score_gemma":0.0004627733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004588613,"about_ca_topic_score_gemma":0.00103078,"domain_scores_codex":[0.9999194,0.00001319319,0.000006370933,0.00001987916,0.00002751596,0.00001370002],"domain_scores_gemma":[0.9999636,0.00001336852,0.000007134196,0.000001621914,0.000009069649,0.000005131096],"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":[0.00009587293,0.0002337451,0.0002364984,0.02046569,0.000135317,0.0005262565,0.0001408586,0.001052874,0.04769658,0.01488177,0.02033087,0.8942036],"study_design_scores_gemma":[0.00002778109,0.0003281309,0.0006767398,0.00136891,0.0001406871,0.001603944,0.00006477483,0.0004092533,0.01126613,0.003097194,0.9809864,0.00003004253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001757452,0.990541,0.002160205,0.0004544042,0.0003163181,0.00002921021,0.00004802695,0.00003505654,0.004658283],"genre_scores_gemma":[0.008466129,0.9862241,0.001571022,0.0004553795,0.0001518474,0.00004766743,0.00008375938,0.000006146694,0.002993974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002764958,"threshold_uncertainty_score":0.009249747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08136251120611583,"score_gpt":0.3570226157398247,"score_spread":0.2756601045337089,"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."}}