{"id":"W3002244891","doi":"10.1097/ppo.0000000000000425","title":"Stereotactic Ablative Body Radiotherapy for Intermediate- or High-Risk Prostate Cancer","year":2020,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"SABR volatility model; Ablative case; Prostate cancer; Radiation therapy; Medicine; Randomized controlled trial; Prostate; Medical physics; Cancer; Radiology; Surgery; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004446733,0.0007389589,0.002580542,0.0001393063,0.0003537608,0.0001765281,0.0004305782,0.0001848369,0.0010812],"category_scores_gemma":[0.0001343113,0.0003448086,0.0008777969,0.0003485247,0.000153664,0.000136551,0.00006381096,0.001378988,0.00001738728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002917644,"about_ca_system_score_gemma":0.003517012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002252521,"about_ca_topic_score_gemma":0.00007713024,"domain_scores_codex":[0.9970356,0.0002875871,0.00106218,0.0005748601,0.0004048901,0.0006349064],"domain_scores_gemma":[0.9964821,0.0006428388,0.001721277,0.0004468905,0.0002628093,0.0004440358],"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":[0.001312515,0.0001007447,0.0002469788,0.004231115,0.0077116,0.0002267578,0.000931178,0.000005340915,5.930921e-7,0.00001042916,0.01732168,0.9679011],"study_design_scores_gemma":[0.003960596,0.001742707,0.0001469667,0.0172474,0.009406212,0.0003825827,0.00005981437,0.00002545862,0.00001560112,0.0001035927,0.9665244,0.000384639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001385181,0.9888452,0.00008947001,0.002904289,0.001988089,0.004260906,0.001710953,0.00004206865,0.00002052931],"genre_scores_gemma":[0.00009993745,0.9892017,0.0001726385,0.001000161,0.003940878,0.004284048,0.00007209677,0.0002086343,0.001019934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9675164,"threshold_uncertainty_score":0.9999004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187669338184447,"score_gpt":0.389081866933784,"score_spread":0.3372051735519395,"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."}}