{"id":"W4241465805","doi":"10.1063/1.4816750.7","title":"10.1063/1.4816750.7","year":2013,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Fibrin; Microbubbles; Biophysics; Chemistry; Biomedical engineering; Ultrasound; Medicine; Physics; Acoustics; Biology; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008299145,0.003887775,0.002241319,0.00358065,0.0008821116,0.002890723,0.003784956,0.002932901,0.2519666],"category_scores_gemma":[0.00305799,0.0007567065,0.001385136,0.007257901,0.0006531625,0.001491754,0.00245782,0.001723596,0.5170647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100756,"about_ca_system_score_gemma":0.001508658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608219,"about_ca_topic_score_gemma":0.02146685,"domain_scores_codex":[0.9989367,0.0001603057,0.0001216153,0.0003107385,0.0003017002,0.0001688667],"domain_scores_gemma":[0.9993289,0.0001398443,0.00005498355,0.0002488711,0.0001492712,0.00007819293],"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":[0.00007451124,0.00004280633,0.0009841197,0.001116105,0.00003853387,0.00004556888,0.000025106,0.000635093,0.0002058285,0.0004024471,0.9802889,0.01614092],"study_design_scores_gemma":[0.000133197,0.00002686379,0.002272285,0.0002837906,0.00002268385,0.00008654356,0.00005939176,0.00124957,0.0005965512,0.001261159,0.9939792,0.00002872565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002299339,0.0002473661,0.0002885859,0.00009090591,0.0000704105,0.00003258698,0.9945205,0.002033352,0.00248637],"genre_scores_gemma":[0.0004964024,0.0001570328,0.0004240417,0.00003647649,0.000010875,0.00008616667,0.9969084,0.0001127522,0.001767979],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7480334,"threshold_uncertainty_score":0.8429123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00733059674217594,"score_gpt":0.196859569772006,"score_spread":0.18952897302983,"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."}}