{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002231998,0.0002242756,0.0002743974,0.0006152097,0.0002706881,0.0003167998,0.0002584355,0.000319547,0.001370572],"category_scores_gemma":[0.001325668,0.0001587889,0.0001418661,0.0006368728,0.0002239132,0.0002607902,0.0002248466,0.0002965607,0.0001350923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003470375,"about_ca_system_score_gemma":0.0002596903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939627,"about_ca_topic_score_gemma":0.003490315,"domain_scores_codex":[0.99983,0.00003076327,0.00001649758,0.00004836637,0.00004823587,0.00002613064],"domain_scores_gemma":[0.9994233,0.0001391014,0.0002544075,0.00002300451,0.00004704275,0.00011318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002595916,0.00001805931,0.9946188,0.00001950224,0.00002516479,0.0004952077,0.00005207163,0.0001346784,0.001016494,0.00001554788,0.000112745,0.003232172],"study_design_scores_gemma":[0.00003329991,0.000291932,0.9936021,0.000009898655,0.00004254844,0.004296466,0.0001001661,0.000603303,0.0005986189,0.00004440672,0.0003700925,0.000007096454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990072,0.0005418647,0.00009889542,0.0000352407,0.000004644598,0.000004584082,0.000120173,0.000006848094,0.000180528],"genre_scores_gemma":[0.9997569,0.00005971346,0.00005791099,0.000008931254,0.000004957901,0.000001872051,0.00007890472,8.541746e-7,0.00002991782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002939627,"threshold_uncertainty_score":0.00584507,"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."}}