{"id":"W2567828940","doi":"10.1158/1055-9965.epi-16-0237","title":"Perineural Invasion and Risk of Lethal Prostate Cancer","year":2017,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Prostate cancer; Perineural invasion; Medicine; Oncology; Cancer; Internal medicine","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":[0.0002378395,0.0001988359,0.0001561234,0.0004424645,0.0002128835,0.0004445965,0.0002138209,0.0001618404,0.001851695],"category_scores_gemma":[0.00124538,0.0001356882,0.0002850683,0.0004904133,0.000255209,0.0001289242,0.000367557,0.0004913574,0.0001060934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148091,"about_ca_system_score_gemma":0.00030817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143746,"about_ca_topic_score_gemma":0.003615656,"domain_scores_codex":[0.9998189,0.00004631532,0.00001149139,0.00003626896,0.00005136211,0.00003572635],"domain_scores_gemma":[0.9981689,0.0002652043,0.0009805718,0.0001040121,0.0001013208,0.0003799167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001216857,0.000009755439,0.9975453,0.00001482909,0.00006931712,0.000113369,0.00002321244,0.00007339096,0.0002213378,0.0000272657,0.00007550864,0.001705087],"study_design_scores_gemma":[0.000005320797,0.00008119955,0.9984726,0.00001061198,0.0000350468,0.0007712809,0.00005480776,0.000218175,0.0001084057,0.0000679621,0.0001709796,0.000003698051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998092,0.0009399922,0.0001449474,0.00004807566,0.000006300468,0.000002982563,0.000208043,0.000007785665,0.0005498315],"genre_scores_gemma":[0.9995688,0.0001634505,0.00003460041,0.000005717456,0.000006527541,9.038249e-7,0.0001388926,0.000001403925,0.00007965913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003143746,"threshold_uncertainty_score":0.006250918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07338682646172039,"score_gpt":0.4041804551729402,"score_spread":0.3307936287112198,"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."}}