{"id":"W6996089329","doi":"","title":"Prostate cancer circulating tumor cells: automated and manual enumeration after isolation via size-based filtration of pre-treatment patient samples.","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Mitacs","keywords":"Nucleofection; TSG101; Gestational period; Proteogenomics; Diafiltration; Liquation; Hyporeflexia","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":[0.001145328,0.0004473854,0.000294544,0.00115916,0.0003769556,0.0006616968,0.0006401956,0.0004679033,0.002375093],"category_scores_gemma":[0.001027602,0.0002606202,0.0003028267,0.0007446039,0.00030022,0.000269463,0.0004316772,0.0007926516,0.002143373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004924717,"about_ca_system_score_gemma":0.0008624257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003628832,"about_ca_topic_score_gemma":0.01231275,"domain_scores_codex":[0.998794,0.0002229649,0.0000637209,0.000192695,0.0006193158,0.0001073419],"domain_scores_gemma":[0.9996171,0.0001120556,0.0000440329,0.0000571313,0.0001368279,0.00003281613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000535296,0.0004947281,0.0126867,0.0004046119,0.0000818168,0.0001173174,0.0004841754,0.0006968236,0.7548677,0.0007413377,0.006499776,0.2223897],"study_design_scores_gemma":[0.0001430826,0.001408981,0.1531888,0.0001021005,0.0001953785,0.001347298,0.0002656874,0.0103395,0.7827803,0.0006113073,0.04951157,0.0001059902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689603,0.0286618,0.2341716,0.002485937,0.0009218411,0.002171396,0.006423381,0.001594721,0.03396634],"genre_scores_gemma":[0.6162247,0.01108086,0.3025584,0.0008253238,0.0003029807,0.001327366,0.01289906,0.000271987,0.05450934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003628832,"threshold_uncertainty_score":0.007945478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008755855544617962,"score_gpt":0.2288879462427759,"score_spread":0.2201320906981579,"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."}}