{"id":"W2131030480","doi":"10.1118/1.4933200","title":"Technical Note: Immunohistochemical evaluation of mouse brain irradiation targeting accuracy with 3D‐printed immobilization device","year":2015,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"3d printed; Biomedical engineering; Materials science; Irradiation; Ex vivo; Nuclear medicine; 3d printer; In vivo; Medicine; Physics; Biology","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":[0.002565278,0.0007703233,0.0003333697,0.0006553155,0.0003872775,0.0004515546,0.0005943477,0.0006979041,0.004844394],"category_scores_gemma":[0.002787832,0.000453563,0.0005842024,0.0003215444,0.0005414712,0.0003701628,0.0004990132,0.0005614565,0.002313174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076404,"about_ca_system_score_gemma":0.0005069685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003176144,"about_ca_topic_score_gemma":0.0006204391,"domain_scores_codex":[0.9978471,0.0002529637,0.0004077582,0.0003594706,0.001027823,0.0001048457],"domain_scores_gemma":[0.9951997,0.001195099,0.0007471289,0.001121448,0.001588212,0.0001483601],"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":[0.0001352842,0.0001016849,0.001304246,0.0002452998,0.00001631522,0.000260412,0.0001032885,0.0002268475,0.9851246,0.0003070643,0.0009677915,0.01120714],"study_design_scores_gemma":[0.00003163345,0.0006541427,0.006164128,0.00002837016,0.00005780981,0.0010851,0.00003177338,0.001349898,0.9818938,0.00007136101,0.008611497,0.00002056105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5322253,0.003308612,0.4434152,0.001652498,0.001781767,0.001924302,0.002126291,0.002629848,0.01093617],"genre_scores_gemma":[0.5705831,0.002907163,0.4009958,0.0003919842,0.0002897065,0.004282937,0.003052241,0.0006833092,0.0168138],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004844394,"threshold_uncertainty_score":0.01620615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061630919136119,"score_gpt":0.3370828027578377,"score_spread":0.3164664935664765,"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."}}