{"id":"W7008968049","doi":"","title":"Development and characterization of a bone 
\\nphantom for MR-HIFU systems","year":2024,"lang":"en","type":"dissertation","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imaging phantom; Ultrasound; Quality (philosophy); Quality assurance; Characterization (materials science); Comparability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202278,0.0005937226,0.0004509212,0.0008928959,0.0004006221,0.0008921624,0.0008216305,0.001245316,0.002660219],"category_scores_gemma":[0.002322816,0.0004791968,0.0004830238,0.0005446209,0.0005154904,0.0006429428,0.0004967568,0.0005832229,0.001304064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006869714,"about_ca_system_score_gemma":0.00119451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041678,"about_ca_topic_score_gemma":0.001918184,"domain_scores_codex":[0.9989418,0.0001410223,0.00005701397,0.0001661354,0.0006146479,0.00007929697],"domain_scores_gemma":[0.998818,0.0002884973,0.0002123553,0.0001281735,0.0004601126,0.00009298559],"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":[0.0001191971,0.00007296928,0.000603456,0.0004398265,0.00001578776,0.0001812481,0.0001430381,0.001558202,0.9765692,0.0009596786,0.00100693,0.01833036],"study_design_scores_gemma":[0.00003726089,0.0008040823,0.003619194,0.0000817183,0.00008168097,0.000884547,0.0001107851,0.008710345,0.9047549,0.0002028632,0.08063906,0.00007358045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2780818,0.01125081,0.6819367,0.00111637,0.0009980308,0.002502923,0.002580007,0.00322607,0.01830718],"genre_scores_gemma":[0.3898391,0.003597199,0.581513,0.0006021551,0.0000886659,0.002685166,0.003231632,0.0007242703,0.0177187],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002660219,"threshold_uncertainty_score":0.0106976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008511567933468385,"score_gpt":0.1868402801346087,"score_spread":0.1783287122011403,"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."}}