{"id":"W4223966190","doi":"10.3390/curroncol29040226","title":"Outcomes of Patients with Metastatic Castration-Resistant Prostate Cancer According to Somatic Damage DNA Repair Gene Alterations","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Taxane; Somatic cell; Internal medicine; Oncology; Prostate cancer; Chemotherapy; Cancer; Clinical endpoint; Mutation; Disease; Gene; Clinical trial; Breast cancer; Genetics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002222995,0.0001989931,0.0002642648,0.0003175942,0.0002497754,0.0002720835,0.000137032,0.0002446486,0.001016613],"category_scores_gemma":[0.0007293567,0.00007583487,0.0002922994,0.0003278136,0.0001723959,0.0001955454,0.0002593802,0.0002322198,0.0001425443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420879,"about_ca_system_score_gemma":0.0002227978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067702,"about_ca_topic_score_gemma":0.001460402,"domain_scores_codex":[0.9998574,0.0000301317,0.00001118167,0.0000342636,0.00002586145,0.00004107623],"domain_scores_gemma":[0.9995827,0.00006416941,0.0001773935,0.00001571145,0.00002830838,0.00013164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001940329,0.00008698606,0.9898262,0.0000309775,0.0001085007,0.0003698464,0.0001041243,0.0003900319,0.0009877076,0.00002173561,0.0001481951,0.005985391],"study_design_scores_gemma":[0.0000676761,0.001220293,0.9966966,0.000005881908,0.0000537642,0.001182791,0.00005980677,0.0002821482,0.0001785863,0.00005219779,0.0001944945,0.000005805155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992957,0.0002940308,0.00004452645,0.00001723575,0.000002040764,0.000005942592,0.0001776502,0.000002078133,0.0001607825],"genre_scores_gemma":[0.9995348,0.00004914637,0.00002242717,0.00001087865,0.000006724161,0.000004607371,0.0003297227,5.978058e-7,0.00004127597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067702,"threshold_uncertainty_score":0.003400922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09333530194671873,"score_gpt":0.4239876424013095,"score_spread":0.3306523404545908,"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."}}