{"id":"W2056052378","doi":"10.1002/cncr.25982","title":"The association between radiographic response and overall survival in men with metastatic castration‐resistant prostate cancer receiving chemotherapy","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Oncology; Chemotherapy; Castration; Internal medicine; Prostate; Cancer; Hormone","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":[0.0008792038,0.0001459265,0.0002545247,0.0001111871,0.0001486763,0.00004317945,0.00006068714,0.00004490278,0.0000602665],"category_scores_gemma":[0.0000425692,0.00008613737,0.00003470702,0.0003380434,0.0001018657,0.0001157405,0.00001296238,0.0001964608,9.958416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005932893,"about_ca_system_score_gemma":0.0004213231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066088,"about_ca_topic_score_gemma":0.002075141,"domain_scores_codex":[0.9986681,0.0001910547,0.0002033048,0.0002462677,0.0003364708,0.0003547662],"domain_scores_gemma":[0.999242,0.0002476331,0.0001191691,0.0001605026,0.000127176,0.0001035218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01027535,0.00003875316,0.9754539,0.00005256667,0.000529585,0.00003448137,0.003467879,0.000002843331,0.003069799,0.000024378,0.000328943,0.006721574],"study_design_scores_gemma":[0.004763039,0.0003225185,0.9896875,0.0001822363,0.0001256905,0.000001826548,0.0003320934,0.00002742022,0.002652483,0.000119642,0.001669676,0.0001158742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902338,0.004633325,0.000003924215,0.003477482,0.00005035553,0.000806565,0.00004514111,0.00002227807,0.0007271785],"genre_scores_gemma":[0.9844036,0.01029534,0.0001113563,0.00007984481,0.00006823771,0.0003858699,0.000009424492,0.00002831526,0.004618008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423365,"threshold_uncertainty_score":0.351258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901570953446192,"score_gpt":0.3171342772004677,"score_spread":0.2781185676660057,"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."}}