{"id":"W2103747210","doi":"10.1016/j.brachy.2013.06.006","title":"Pride or prejudice: Does Phoenix flatter radiation therapy?","year":2013,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Phoenix; Urology; Cohort; Prostate-specific antigen; Concomitant; Surgery; Prostate cancer; Proportional hazards model; Prospective cohort study; Nuclear medicine; Internal medicine; Cancer; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007183365,0.0001904523,0.0002612329,0.00006466578,0.00007323045,0.00005553341,0.00006093899,0.0000752197,0.004884676],"category_scores_gemma":[0.00001200535,0.0001011288,0.00009850438,0.0001310728,0.00003875791,0.0002211342,0.000009272487,0.0001009355,0.0003689253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116803,"about_ca_system_score_gemma":0.0000870959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533179,"about_ca_topic_score_gemma":0.00001457391,"domain_scores_codex":[0.9989516,0.00003343972,0.0002399424,0.0002974254,0.000203481,0.0002741221],"domain_scores_gemma":[0.9992767,0.00006906549,0.0000935347,0.0003440626,0.00008075144,0.0001359104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005733519,0.0005288819,0.1781161,0.00003252329,0.0003161464,0.00003563808,0.0009850519,0.000001977222,0.008772719,0.00004247828,0.03446881,0.7761263],"study_design_scores_gemma":[0.007182723,0.001624492,0.6071573,0.00008390493,0.00004004425,0.00003987694,0.00005585869,0.00006157003,0.07623896,0.000529149,0.3067293,0.0002568234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807873,0.003288267,0.00004735215,0.01282545,0.0003079546,0.001595009,0.00001000705,0.0001240823,0.001014522],"genre_scores_gemma":[0.970895,0.01164149,0.0005998553,0.01224879,0.0004937931,0.0009065865,0.00004982624,0.00004953352,0.003115134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7758695,"threshold_uncertainty_score":0.996025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682038511743413,"score_gpt":0.283283497334076,"score_spread":0.2664631122166419,"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."}}