{"id":"W4403645755","doi":"10.3390/curroncol31100475","title":"Perspectives and Misconceptions of an Online Adult Male Cohort Regarding Prostate Cancer Screening","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Guideline; Population; Prostate cancer; Demographics; Family medicine; Cohort; Family history; Cancer; Demography; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003244847,0.000233221,0.0003903941,0.001137634,0.00210162,0.002624088,0.0004150542,0.0009687427,0.005147204],"category_scores_gemma":[0.01198648,0.000293639,0.0003833459,0.0006638182,0.0009598872,0.00185299,0.001491198,0.001145226,0.0007134224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008220393,"about_ca_system_score_gemma":0.0008678362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364588,"about_ca_topic_score_gemma":0.01617902,"domain_scores_codex":[0.9977134,0.001032428,0.000151332,0.0001749299,0.0006432955,0.0002846338],"domain_scores_gemma":[0.9907146,0.003756014,0.002768699,0.0002164068,0.001068177,0.001476131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001724571,0.0003318268,0.6546742,0.0003221927,0.0000825407,0.001536475,0.2973412,0.00005953262,0.001149536,0.0003808213,0.006431986,0.03751723],"study_design_scores_gemma":[0.00002207398,0.0005214228,0.4542547,0.0004458671,0.00008525269,0.003619651,0.5184788,0.0005281285,0.0004226708,0.0003161833,0.02119001,0.0001152939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919195,0.0007711999,0.0001735361,0.003888567,0.00009327751,0.00003116079,0.000243882,0.00001217238,0.002866589],"genre_scores_gemma":[0.9954575,0.0006343412,0.0001365691,0.002297242,0.000075121,0.00002636872,0.00008598812,0.000007079509,0.001279863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364588,"threshold_uncertainty_score":0.02713293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09183027397217763,"score_gpt":0.4261040468003008,"score_spread":0.3342737728281232,"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."}}