{"id":"W7097405646","doi":"","title":"review","year":2016,"lang":"en","type":"article","venue":"","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brachytherapy; Prostate brachytherapy; Dose rate; Radiation therapy; Prostate; External beam radiation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007519943,0.0008471043,0.001331378,0.004021004,0.000729069,0.002890409,0.001862602,0.001456906,0.1207279],"category_scores_gemma":[0.004190255,0.0002942269,0.0007934372,0.003898871,0.0004841115,0.002223404,0.001345151,0.001453787,0.05783333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642451,"about_ca_system_score_gemma":0.006269433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661108,"about_ca_topic_score_gemma":0.005782878,"domain_scores_codex":[0.9993026,0.0001023195,0.0001281479,0.0001110789,0.0002954695,0.00006040187],"domain_scores_gemma":[0.998396,0.0004563543,0.0001781351,0.00009928469,0.0007149807,0.0001552004],"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":[0.00006355172,0.00005024053,0.0002772357,0.01430811,0.00006361939,0.0003298893,0.0001492075,0.0001736267,0.0004612742,0.004960319,0.4453249,0.533838],"study_design_scores_gemma":[0.000005281449,0.00001079586,0.0002468536,0.003372191,0.00002931749,0.0005636875,0.00004199227,0.00001222614,0.00005307703,0.0007273967,0.9949318,0.000005531371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007498282,0.8651564,0.00179275,0.009200507,0.01238813,0.0002606478,0.003691545,0.0003192114,0.1064411],"genre_scores_gemma":[0.004324059,0.9105446,0.002685798,0.007039539,0.005069307,0.0001814149,0.004795675,0.0001434661,0.06521618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.879272,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920248312659578,"score_gpt":0.3201099436692207,"score_spread":0.2909074605426249,"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."}}