{"id":"W4407119269","doi":"","title":"Identification and characterization of luminal progenitor cells in prostate cancer in men","year":2023,"lang":"en","type":"dissertation","venue":"theses.fr (ABES)","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Identification (biology); Progenitor cell; Progenitor; Biology; Cancer; Computational biology; Cancer research; Medicine; Internal medicine; Cell biology; Stem cell; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002917087,0.0001993461,0.0004142484,0.0005000344,0.00002742615,0.0000249181,0.00008091062,0.0001568638,0.00005148229],"category_scores_gemma":[0.00002939502,0.0001716819,0.00004274504,0.0005030999,0.00005237116,0.0001111977,0.00002034977,0.0002464791,0.00002171786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172797,"about_ca_system_score_gemma":0.0002829623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732491,"about_ca_topic_score_gemma":0.00105319,"domain_scores_codex":[0.9984894,0.00006344671,0.0004644663,0.0003576298,0.0003595307,0.0002655172],"domain_scores_gemma":[0.9993283,0.00003585354,0.0002260342,0.0001906357,0.0001523889,0.0000667457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001360698,0.0002366393,0.04581071,0.002378744,0.00009156091,0.00006541188,0.01650959,0.000001563626,0.9163681,0.00002975031,0.00002094453,0.01712625],"study_design_scores_gemma":[0.001811367,0.0001229022,0.5260574,0.001729551,0.0001054432,0.000001864522,0.005219122,0.0001334179,0.4643484,0.00005430209,0.000232245,0.0001839832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960196,0.0005421799,1.844067e-7,0.0001347113,0.0002962434,0.001848834,0.0001667765,0.00002789365,0.0009635762],"genre_scores_gemma":[0.980821,0.006665615,0.000004672706,0.000004414988,0.0001139737,0.0007058338,0.002109625,0.00005782657,0.009517001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4802467,"threshold_uncertainty_score":0.7000986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010331848430109,"score_gpt":0.3337052962758499,"score_spread":0.3136019777915488,"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."}}