{"id":"W2047091296","doi":"10.1259/bjr.20130753","title":"An arranged marriage for precision medicine: hypoxia and genomic assays in localized prostate cancer radiotherapy","year":2014,"lang":"en","type":"review","venue":"British Journal of Radiology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Prostate Cancer Canada; Ontario Institute for Cancer Research; Movember Foundation","keywords":"Medicine; Radiation therapy; Prostate cancer; Malignancy; Cancer; Oncology; Internal medicine; Precision medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001610427,0.0008101754,0.00163589,0.003973221,0.0004358351,0.001361325,0.001023655,0.001951573,0.003461832],"category_scores_gemma":[0.002993408,0.0003637345,0.0007395222,0.004187898,0.00116794,0.00285659,0.0009948167,0.003866224,0.002449936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244792,"about_ca_system_score_gemma":0.001736466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843869,"about_ca_topic_score_gemma":0.002902473,"domain_scores_codex":[0.9992899,0.0002161669,0.0001084381,0.0000810054,0.0002652642,0.0000392051],"domain_scores_gemma":[0.9979673,0.001090974,0.0001515436,0.00008239815,0.0006167933,0.00009090719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005963486,0.00004501699,0.0001798452,0.01230484,0.0001037332,0.0001721874,0.0001222583,0.0002989725,0.0006993185,0.008610736,0.08072107,0.8966824],"study_design_scores_gemma":[0.00001004829,0.00004118299,0.0005026502,0.004255898,0.00005257664,0.0008412511,0.00006731718,0.00005664271,0.0001313947,0.003059182,0.9909663,0.0000155819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000406766,0.9969472,0.0001342104,0.001276526,0.0007694976,0.000003384094,0.000009517504,0.000006041091,0.0008129662],"genre_scores_gemma":[0.0005163004,0.9967373,0.0003043263,0.0009085942,0.0006801945,0.000005817551,0.00001998776,0.000003216607,0.0008242514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003973221,"threshold_uncertainty_score":0.011581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852976415061698,"score_gpt":0.3900535555594385,"score_spread":0.3515237914088216,"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."}}