{"id":"W3184582022","doi":"10.17107/kh.2021.22.538-546","title":"A tumormarker-kutatás rövid története. A PSA, mint legismertebb urológiai tumormarker felfedezésének története","year":2021,"lang":"en","type":"article","venue":"Kaleidoscope History","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Carcinoembryonic antigen; Cancer; Prostate-specific antigen; Multiple myeloma; Disease; Tumor marker; Oncology; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008128792,0.0009341839,0.001086576,0.001554508,0.001020213,0.002354114,0.0007531518,0.002315951,0.1388885],"category_scores_gemma":[0.002289313,0.000317735,0.0005295285,0.0007586061,0.0006823491,0.001991101,0.001479715,0.003712815,0.09524336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445067,"about_ca_system_score_gemma":0.001357341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190713,"about_ca_topic_score_gemma":0.001758892,"domain_scores_codex":[0.9991503,0.00007942213,0.00003904028,0.0003020001,0.0003159482,0.000113195],"domain_scores_gemma":[0.9987018,0.0002282918,0.000145835,0.00003948086,0.0003422457,0.0005423152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003774809,0.0001175323,0.001400886,0.0006429965,0.00002447265,0.001138801,0.000173624,0.0001630703,0.001956883,0.005140052,0.6758018,0.3130624],"study_design_scores_gemma":[0.00001580078,0.00006534903,0.0008299561,0.0002314713,0.00001336956,0.002973382,0.0000630217,0.0001229359,0.0009315491,0.0008236662,0.9939132,0.00001625089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01164091,0.4793836,0.006351879,0.1715259,0.08129586,0.0002423073,0.002593581,0.001725365,0.2452406],"genre_scores_gemma":[0.04472557,0.1313579,0.003462255,0.03218767,0.02045174,0.0001538654,0.001414449,0.0007117289,0.7655348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9989798,"threshold_uncertainty_score":0.4646285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866105897701201,"score_gpt":0.2743424278767531,"score_spread":0.245681368899741,"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."}}