{"id":"W2793806887","doi":"10.15562/tcp.46","title":"Androgen Receptor (AR) Based Diagnosis of Prostate Cancer Metastasis: A Biological Perspective","year":2017,"lang":"en","type":"article","venue":"The Cancer Press","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Androgen receptor; Prostate cancer; Metastasis; Perspective (graphical); Oncology; Cancer research; Cancer; Internal medicine; Medicine; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002856734,0.0001791771,0.0003848743,0.00003976561,0.000306462,0.00004729066,0.0004223594,0.00007067908,0.0007543091],"category_scores_gemma":[0.0001348196,0.00009292267,0.0001473414,0.00007505671,0.0006042067,0.00009207049,0.0001448642,0.0002032397,0.000005907598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712413,"about_ca_system_score_gemma":0.0003509868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006034986,"about_ca_topic_score_gemma":0.0001564195,"domain_scores_codex":[0.9987031,0.0001047125,0.0001844318,0.0003581316,0.0003013652,0.0003482126],"domain_scores_gemma":[0.9984844,0.0000988896,0.0001989864,0.0007343855,0.0003540294,0.0001293649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01115025,0.001092599,0.8432939,0.0006197871,0.004037432,0.00008545812,0.006876746,0.0001128295,0.0110658,0.0007349615,0.02783808,0.09309216],"study_design_scores_gemma":[0.01029744,0.001191241,0.09330057,0.001059897,0.001186617,0.000005655148,0.001223445,0.0003315647,0.8305982,0.0005245427,0.05980676,0.0004740858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933392,0.07410729,0.000006810856,0.02650882,0.0003521114,0.002045085,0.001161969,0.00005602835,0.00242267],"genre_scores_gemma":[0.9742269,0.02156138,0.00009474486,0.0002148475,0.0002196066,0.002522506,0.00001431564,0.0000243584,0.001121351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8195324,"threshold_uncertainty_score":0.9123133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09921011360679244,"score_gpt":0.395786860250087,"score_spread":0.2965767466432946,"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."}}