{"id":"W2518453014","doi":"10.1118/1.4961829","title":"Poster ‐ 55: Active Breathing Coordinator Based Treatment of Liver SBRT Patients","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Breathing; Medicine; Fluoroscopy; Diaphragm (acoustics); Nuclear medicine; Radiology; Anesthesia","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":[0.0004276591,0.0002577355,0.0002376616,0.0002266852,0.0003205433,0.0003535978,0.0003028989,0.0003460921,0.01196212],"category_scores_gemma":[0.0004348075,0.0001379348,0.0003018461,0.0001569253,0.0002338801,0.0001522701,0.0005875713,0.0005906558,0.003474681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157117,"about_ca_system_score_gemma":0.000369373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004264186,"about_ca_topic_score_gemma":0.0004129349,"domain_scores_codex":[0.9998699,0.00004063602,0.000008999668,0.0000261808,0.00003245755,0.00002169612],"domain_scores_gemma":[0.99978,0.00003721353,0.00003701377,0.00004283419,0.00002853816,0.00007447155],"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":[0.005310251,0.002337866,0.06351192,0.0009187256,0.0001558987,0.003215899,0.0009031392,0.01501285,0.3153095,0.001508215,0.0271544,0.5646613],"study_design_scores_gemma":[0.00310682,0.02355285,0.3272441,0.0002266501,0.0004294102,0.03580696,0.000382737,0.03649285,0.3744487,0.002360494,0.1957543,0.0001940087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8895899,0.002458918,0.06764019,0.001034065,0.0003162085,0.0007753181,0.0009260513,0.001779417,0.03548],"genre_scores_gemma":[0.9670298,0.0005971055,0.01972883,0.0003198192,0.0001546659,0.0002735495,0.0008403242,0.0004149812,0.0106409],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01196212,"threshold_uncertainty_score":0.04001725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008790392147341087,"score_gpt":0.2626873899552113,"score_spread":0.2538969978078703,"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."}}