{"id":"W4243598183","doi":"10.1063/1.4816750.8","title":"10.1063/1.4816750.8","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":[0.0008150297,0.003866147,0.002240198,0.003548228,0.0008780412,0.002902402,0.003790462,0.002876492,0.2557804],"category_scores_gemma":[0.003046573,0.0007635145,0.001386961,0.007261351,0.0006450074,0.001501205,0.002428739,0.001719013,0.5231203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084619,"about_ca_system_score_gemma":0.001443504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596762,"about_ca_topic_score_gemma":0.02071337,"domain_scores_codex":[0.99896,0.0001543476,0.0001197889,0.0003115336,0.0002897138,0.0001645741],"domain_scores_gemma":[0.9993353,0.0001365808,0.00005385192,0.0002506704,0.0001472374,0.00007629836],"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":[0.00007440036,0.00004212421,0.0009817312,0.001081672,0.00003782972,0.00004447039,0.00002428402,0.0006292115,0.0001955692,0.0003829548,0.9799368,0.01656886],"study_design_scores_gemma":[0.0001314945,0.00002596669,0.002275509,0.0002821704,0.00002251808,0.00008802567,0.00005848577,0.001250471,0.0005718268,0.001242839,0.9940222,0.00002849703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002359428,0.0002533583,0.0003036374,0.00009299233,0.00007145462,0.00003304783,0.9941917,0.002246186,0.002571564],"genre_scores_gemma":[0.0005144911,0.0001618159,0.0004480174,0.00003697853,0.0000113213,0.00008841297,0.9967757,0.0001203333,0.001843006],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7442195,"threshold_uncertainty_score":0.8556708,"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."}}