{"id":"W3167171818","doi":"10.32635/2176-9745.rbc.2004v50n3.2032","title":"Hipofracionamento no câncer de próstata","year":2004,"lang":"pt","type":"article","venue":"Revista Brasileira de Cancerologia","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Radiation therapy; Gynecology; Nuclear medicine; 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":["insufficient_payload"],"category_scores_codex":[0.000728337,0.0008149031,0.001158867,0.0001757553,0.0002813312,0.0002346484,0.0005018876,0.0004959311,0.00213871],"category_scores_gemma":[0.0004089384,0.0007470129,0.000425052,0.0005084417,0.0003305463,0.0002335131,0.0001905094,0.0008053893,0.001343003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009233097,"about_ca_system_score_gemma":0.003454837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159061,"about_ca_topic_score_gemma":0.0001295513,"domain_scores_codex":[0.9953589,0.0002201309,0.0008846839,0.001187407,0.0005744267,0.001774434],"domain_scores_gemma":[0.9968427,0.0001976168,0.0004799356,0.001199098,0.0003320653,0.0009486217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001383496,0.001409624,0.93592,0.002016264,0.0011428,0.001630737,0.001643962,0.0008331611,0.001705364,0.005073085,0.04086068,0.00638083],"study_design_scores_gemma":[0.01377072,0.005252509,0.8916398,0.005663938,0.0021036,0.0003336164,0.0004984764,0.0002831488,0.002956601,0.0002753476,0.0757181,0.001504156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264982,0.06263551,0.001366951,0.002926344,0.001051114,0.002316009,0.0007370793,0.0002745659,0.002194215],"genre_scores_gemma":[0.9744611,0.01114227,0.0009024892,0.008703052,0.001273315,0.0007322351,0.0002119939,0.0001413852,0.002432119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05149324,"threshold_uncertainty_score":0.9994981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663647314388021,"score_gpt":0.3091769229407897,"score_spread":0.2825404497969095,"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."}}