{"id":"W4256575571","doi":"10.5858/2001-125-0562-tdmiro","title":"Three-Dimensional Microscopic Image Reconstruction of Prostatic Adenocarcinoma","year":2001,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Prostatic adenocarcinoma; Adenocarcinoma; Pathology; Image (mathematics); Medicine; Artificial intelligence; Computer science; Internal medicine; Cancer","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":[0.0003154026,0.0001915748,0.0001187475,0.0007955703,0.0001333764,0.0004128742,0.0002121178,0.0002293236,0.001899202],"category_scores_gemma":[0.0004721039,0.0002910946,0.0002431983,0.0003030713,0.0002074048,0.0002065117,0.0002122188,0.0003155452,0.0004722132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836904,"about_ca_system_score_gemma":0.0003600279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387462,"about_ca_topic_score_gemma":0.001332544,"domain_scores_codex":[0.9999011,0.00001891699,0.000007814878,0.00001455485,0.00004508527,0.00001251165],"domain_scores_gemma":[0.9998156,0.00005805048,0.00001803472,0.00004699879,0.00004719417,0.00001409019],"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":[0.0001838554,0.00003615276,0.002850422,0.0001569718,0.00002155168,0.0005276381,0.0001424504,0.01159272,0.9391615,0.001936763,0.0004868355,0.04290318],"study_design_scores_gemma":[0.000060959,0.0003013388,0.05318161,0.00007809612,0.00006870249,0.008543294,0.0001811968,0.2292816,0.6866741,0.001761529,0.01976539,0.0001022361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6532128,0.0009807202,0.3359389,0.0002012704,0.00004640487,0.0001241881,0.0006226734,0.00191637,0.006956693],"genre_scores_gemma":[0.7382772,0.0006816473,0.2573939,0.00004331337,0.0000160461,0.00004431722,0.0006488878,0.0002544351,0.002640357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899202,"threshold_uncertainty_score":0.006353498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294530000789943,"score_gpt":0.2715155984841223,"score_spread":0.2585702984762228,"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."}}