{"id":"W6984909499","doi":"","title":"Page 257","year":2011,"lang":"en","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Period (music); Register (sociolinguistics); Quarter (Canadian coin); FLAGS register","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001178658,0.0007116796,0.0008825181,0.00116913,0.0005399692,0.0001180999,0.0006721105,0.0001726852,0.0004076252],"category_scores_gemma":[0.00003464203,0.0007953187,0.0005651544,0.001507064,0.0006064689,0.001681068,0.0006421579,0.0005588921,0.0002652314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125263,"about_ca_system_score_gemma":0.0004301943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007423435,"about_ca_topic_score_gemma":0.0001417933,"domain_scores_codex":[0.9967354,0.0001168256,0.0003949552,0.001063212,0.0005494445,0.001140167],"domain_scores_gemma":[0.9969782,0.0001639808,0.0003057494,0.001056833,0.0004268083,0.001068403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01400361,0.01073721,0.7208458,0.0006635028,0.005664795,0.07288343,0.01547114,0.0001174687,0.0009550088,0.02215983,0.03773761,0.09876055],"study_design_scores_gemma":[0.01495352,0.003573963,0.1473895,0.0005035478,0.001273831,0.0002457996,0.008610724,0.00009081082,0.002537941,0.005733922,0.8126326,0.002453815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8399441,0.0001989232,0.003329525,0.0005697907,0.0003127579,0.001282608,0.001142845,0.0008022733,0.1524171],"genre_scores_gemma":[0.9678245,0.001531628,0.0002950835,0.0001736491,0.00003551401,0.000001167202,0.0002223232,0.00008608359,0.02983012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774895,"threshold_uncertainty_score":0.9994498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614045135292827,"score_gpt":0.2024343042133035,"score_spread":0.1762938528603752,"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."}}