{"id":"W2090552904","doi":"10.1016/j.ijrobp.2007.11.013","title":"In Reply to Dr. Peñagarícano et al.","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Radiation therapy; Nuclear medicine; Radiation oncology; Irradiation; Medical physics; Radiology; Physics; Nuclear physics","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":[0.003482092,0.0009929149,0.00146029,0.0008763557,0.002073546,0.002514034,0.002881167,0.03129781,0.007558182],"category_scores_gemma":[0.0245045,0.00085268,0.001143999,0.0009715762,0.002367418,0.004097953,0.001750548,0.0336641,0.00788926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109975,"about_ca_system_score_gemma":0.002500477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306494,"about_ca_topic_score_gemma":0.004336105,"domain_scores_codex":[0.9976714,0.0005433105,0.0004094298,0.00036317,0.0007291594,0.0002834076],"domain_scores_gemma":[0.9918148,0.003922563,0.0007150262,0.0002493336,0.002309891,0.0009882405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004410337,0.00001379253,0.0002468096,0.00008442934,0.00001066622,0.0005297009,0.00005937305,0.0000207403,0.00006606244,0.0003349052,0.9953077,0.003281771],"study_design_scores_gemma":[0.00006240972,0.00005578261,0.001321059,0.0002423553,0.00004149011,0.002794852,0.000516123,0.0001827554,0.0004441691,0.002109847,0.9921573,0.00007180315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000291176,0.003261998,0.0001218294,0.8809043,0.1143588,0.00001400621,0.0000928556,0.00004965748,0.0009054583],"genre_scores_gemma":[0.001831917,0.002073319,0.000182817,0.9300579,0.06143253,0.00002799681,0.00005899449,0.00002531699,0.004309224],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03129781,"threshold_uncertainty_score":0.02528471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816283207357705,"score_gpt":0.3520461721642089,"score_spread":0.3338833400906319,"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."}}