{"id":"W1968315864","doi":"10.1088/0031-9155/50/21/n05","title":"Just-in-time tomography (JiTT): a new concept for image-guided radiation therapy","year":2005,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Image-guided radiation therapy; Cone beam computed tomography; Radiation therapy; Medical physics; Computer science; Medicine; Computer vision; Nuclear medicine; Computed tomography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952668,0.00056125,0.0008204471,0.0007188675,0.000361462,0.001624788,0.001542858,0.001165837,0.00109013],"category_scores_gemma":[0.0009847423,0.0004427246,0.0004994289,0.0007158479,0.002159993,0.002308834,0.001052399,0.0018848,0.0004460887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779491,"about_ca_system_score_gemma":0.0006276045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003084074,"about_ca_topic_score_gemma":0.0003788842,"domain_scores_codex":[0.9994381,0.00009948068,0.00002977723,0.00009515327,0.0003014135,0.00003603557],"domain_scores_gemma":[0.9993495,0.0002454301,0.0001000421,0.000123794,0.0001181239,0.0000629738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003550442,0.0001342524,0.001106221,0.0008362383,0.00008790199,0.0006160327,0.0005310813,0.006919647,0.2209455,0.211441,0.01020791,0.5468192],"study_design_scores_gemma":[0.0001512201,0.00161488,0.002726496,0.0003235544,0.0002984325,0.01563652,0.000294504,0.1381629,0.2251585,0.136223,0.4788798,0.0005301122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004107332,0.01111742,0.9765055,0.001130565,0.0007120598,0.0000707365,0.00003011819,0.0008515749,0.005474615],"genre_scores_gemma":[0.1103063,0.01247019,0.8687696,0.001238279,0.001232898,0.0002003829,0.00007633748,0.0003130586,0.005392826],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001624788,"threshold_uncertainty_score":0.004205763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07911369501828754,"score_gpt":0.4003776392397029,"score_spread":0.3212639442214154,"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."}}