{"id":"W1576854193","doi":"10.1002/tre.379","title":"Advanced prostate cancer: advancing patient care","year":2014,"lang":"en","type":"article","venue":"Trends in Urology & Men s Health","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Multidisciplinary team; Medicine; Context (archaeology); Multidisciplinary approach; Prostate cancer; Palliative care; Cancer; Patient care; Disease; Population; General surgery; Family medicine; Intensive care medicine; Oncology; Nursing; Internal medicine; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002566734,0.0001909134,0.0004809391,0.0003535543,0.000123083,0.000005121698,0.00007972637,0.00008818452,0.0001494614],"category_scores_gemma":[0.00002453315,0.0001526045,0.00005465955,0.0003959298,0.00009467152,0.00005895234,0.00005077643,0.0003785119,0.00001546559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006728114,"about_ca_system_score_gemma":0.00039288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006249053,"about_ca_topic_score_gemma":0.001083291,"domain_scores_codex":[0.9978973,0.0001864425,0.0003655224,0.0004526079,0.0002346902,0.000863392],"domain_scores_gemma":[0.9991232,0.00005745762,0.0001181609,0.0003247618,0.00007564279,0.0003007459],"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":[0.001107915,0.0001166034,0.07784972,0.0001531056,0.00002689007,0.00003966843,0.005728678,0.0001976756,0.000160115,0.00006042424,0.001477237,0.9130819],"study_design_scores_gemma":[0.03898173,0.03730218,0.3668728,0.0006084269,0.0001539339,0.0001194221,0.0058593,0.00250388,0.003072792,0.0005380839,0.5429985,0.0009889633],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349203,0.02119568,0.00001431768,0.02607632,0.0003932185,0.0008207987,0.00004473822,0.0001330421,0.01640162],"genre_scores_gemma":[0.9928866,0.002585935,0.0004811815,0.002400484,0.00008725214,0.0002791073,0.0001521459,0.00003309312,0.001094204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.912093,"threshold_uncertainty_score":0.6223031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481864239668228,"score_gpt":0.3696511550315698,"score_spread":0.3548325126348875,"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."}}