{"id":"W2908866137","doi":"10.1002/cncr.31959","title":"Circulating tumor DNA alterations in patients with metastatic castration‐resistant prostate cancer","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Clinical Oncology Group","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Androgen receptor; Internal medicine; Cancer research; Cell-free fetal DNA; Cancer; Biology; Genetics","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":[0.00007591903,0.0001505744,0.0002508827,0.0001188933,0.00006523653,0.0000362932,0.00004718483,0.00001973114,0.0007158101],"category_scores_gemma":[0.00001167565,0.0001048518,0.00003445048,0.0003381014,0.00004619882,0.0001756556,0.00001566398,0.000154976,0.00002727538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120914,"about_ca_system_score_gemma":0.0006730785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005894371,"about_ca_topic_score_gemma":0.0006285353,"domain_scores_codex":[0.9987652,0.00003084998,0.0002257033,0.0002974755,0.0003477547,0.0003329854],"domain_scores_gemma":[0.9993839,0.00002600395,0.00007985264,0.0002003554,0.0002013435,0.0001085384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001460529,0.0002237994,0.9856156,0.0003134106,0.0001674187,0.0001001638,0.001141262,0.000920352,0.006965062,0.00006215246,0.0002093357,0.002820953],"study_design_scores_gemma":[0.01087418,0.0005698302,0.9814803,0.0008460922,0.0001201706,0.000004735285,0.000270754,0.0006906148,0.004090022,0.00003812012,0.0007663331,0.0002488523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958991,0.0007539771,0.000004208699,0.000622255,0.000124303,0.001524783,0.000110849,0.00002399733,0.0009365656],"genre_scores_gemma":[0.9961287,0.0000504087,0.0001913979,0.0002231082,0.00004825394,0.0005226973,0.00010607,0.0000293259,0.002700001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009413656,"threshold_uncertainty_score":0.7837619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149734277559202,"score_gpt":0.3139689316945092,"score_spread":0.2924715889189172,"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."}}