{"id":"W1983882042","doi":"10.1088/0031-9155/56/12/r01","title":"Small animal radiotherapy research platforms","year":2011,"lang":"en","type":"review","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Radiation therapy; Radiobiology; Medical physics; Computer science; Medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000626977,0.0003790937,0.001592162,0.0002498711,0.00007338978,0.000006462586,0.0003646611,0.0002256538,0.0001944165],"category_scores_gemma":[0.000008940188,0.0002389244,0.0001222103,0.0004012746,0.0006526113,0.00004737242,0.00008474249,0.001065074,0.000003213008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005755528,"about_ca_system_score_gemma":0.00009269494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271194,"about_ca_topic_score_gemma":0.000003067703,"domain_scores_codex":[0.9983252,0.0001497261,0.0004590624,0.000513509,0.00006479269,0.0004876693],"domain_scores_gemma":[0.9989341,0.0003892961,0.0001873334,0.0003610328,0.00005084406,0.00007742628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009252033,0.00004520023,0.000211933,0.0004321251,0.00009044749,0.000001349721,0.0001638803,2.072354e-8,0.00001629187,0.1253953,0.0002511431,0.873383],"study_design_scores_gemma":[0.0003052582,0.0004738276,0.000002495197,0.001847969,0.00003723949,0.000003594587,0.0000326388,0.000005881708,0.000005559588,0.06473731,0.9323032,0.0002449514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003130024,0.983611,0.01226614,0.00002336125,0.00009803472,0.0005797943,0.00001880034,0.00003447552,0.003337085],"genre_scores_gemma":[0.00003521978,0.9938436,0.003558423,0.00004543893,0.002070121,0.0001763793,0.000113777,0.00005650841,0.0001005196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9320521,"threshold_uncertainty_score":0.9743053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5533428410538864,"score_gpt":0.525083841436304,"score_spread":0.02825899961758238,"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."}}