{"id":"W3087831206","doi":"10.1371/journal.pone.0239456","title":"Ultrasound-stimulated microbubble radiation enhancement of tumors: Single-dose and fractionated treatment evaluation","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Western University; University of Manitoba; Sunnybrook Health Science Centre","funders":"Terry Fox Foundation","keywords":"Medicine; Radiation therapy; Microbubbles; Ultrasound; Nuclear medicine; Urology; Prostate; Pathology; Radiology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003002045,0.0004840631,0.000636577,0.0004507644,0.0001215975,0.0001801389,0.0003149861,0.0003851238,0.0008719828],"category_scores_gemma":[0.000190722,0.0001385004,0.0004007085,0.0002854782,0.0003089498,0.0002115031,0.0001430569,0.0004223635,0.0001620901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312446,"about_ca_system_score_gemma":0.0001954213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007747451,"about_ca_topic_score_gemma":0.0009814795,"domain_scores_codex":[0.9998617,0.0000216814,0.000007772473,0.00003265712,0.00004352723,0.00003265842],"domain_scores_gemma":[0.9998616,0.00002863842,0.00003759312,0.00002481663,0.00001597664,0.00003139879],"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":[0.0005473017,0.0003757111,0.0003186626,0.00005390525,0.00001977581,0.00002618829,0.00004044087,0.0003592636,0.9916841,0.00002796341,0.00003369716,0.006512979],"study_design_scores_gemma":[0.00008600219,0.01807791,0.005980178,0.000005996456,0.000124397,0.0002252354,0.000029572,0.00166448,0.9725755,0.00002634837,0.001192054,0.00001216733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937916,0.001567889,0.003594621,0.00002538504,0.00001989145,0.0001349448,0.000100314,0.0000843025,0.0006810166],"genre_scores_gemma":[0.9950133,0.001120799,0.002538564,0.00002235416,0.00001766266,0.0001193046,0.0001392418,0.00002797659,0.001000721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008719828,"threshold_uncertainty_score":0.002917111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531724617696407,"score_gpt":0.2278381563325004,"score_spread":0.1746656945628597,"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."}}