{"id":"W2515988191","doi":"10.1118/1.4961808","title":"Poster ‐ 34: Clinical Implementation of Prone Breast Treatment","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital","funders":"","keywords":"Prone position; Supine position; Medicine; Radiation treatment planning; Dosimetry; Radiation therapy; Radiology; Breast imaging; Breast cancer; Mammography; Nuclear medicine; Medical physics; Surgery; Internal medicine; Cancer","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":[0.0009324027,0.0004873257,0.0002152394,0.0002664029,0.0003716943,0.0005656209,0.0007060001,0.0004339479,0.009818913],"category_scores_gemma":[0.001343807,0.0002549549,0.0005093087,0.0001728513,0.0002777618,0.0003315105,0.0007139045,0.0008032435,0.003554149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913592,"about_ca_system_score_gemma":0.0009340068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006730067,"about_ca_topic_score_gemma":0.0009991531,"domain_scores_codex":[0.9995384,0.0001453461,0.00003277689,0.00008164305,0.0001381365,0.00006372687],"domain_scores_gemma":[0.9994735,0.00006995711,0.00006893732,0.000170402,0.0001014336,0.0001157387],"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":[0.001825815,0.001567373,0.03821063,0.0006621379,0.00008122531,0.002458998,0.001228443,0.007761994,0.2576526,0.001424417,0.01523358,0.6718928],"study_design_scores_gemma":[0.001068603,0.02020911,0.2214785,0.0003950123,0.0003804434,0.05611202,0.0008675609,0.0203173,0.3779905,0.003514976,0.2972759,0.0003901251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.586162,0.004670343,0.3423771,0.002404657,0.0008045239,0.002544536,0.00178373,0.005843666,0.0534095],"genre_scores_gemma":[0.7554891,0.001970339,0.2202426,0.0009772078,0.0002374232,0.0009310542,0.0013834,0.001178322,0.01759061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009818913,"threshold_uncertainty_score":0.03284752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131299931766856,"score_gpt":0.3535568888140354,"score_spread":0.3322438894963668,"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."}}