{"id":"W4407295843","doi":"10.1093/jncics/pkaf019","title":"Prostate cancer screening in the Middle East and North Africa: a cross-sectional study on current practices","year":2025,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Prostate cancer; Prostate cancer screening; Cross-sectional study; Family medicine; Cancer; Middle East; Cancer screening; Health care; Prostate-specific antigen; Internal medicine; Pathology","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":[0.0008488641,0.0002151742,0.0002752736,0.0009436862,0.0009339752,0.0005846502,0.0003522288,0.0003223763,0.00152955],"category_scores_gemma":[0.001710445,0.0003484074,0.0001956383,0.00163284,0.0003485327,0.0007813657,0.0005167245,0.0003183915,0.0002027916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006698345,"about_ca_system_score_gemma":0.0008904376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02974764,"about_ca_topic_score_gemma":0.0418363,"domain_scores_codex":[0.9994143,0.000183,0.00005438334,0.00008172554,0.0001426943,0.0001239635],"domain_scores_gemma":[0.9990968,0.0001540084,0.000412823,0.00002727432,0.0001333311,0.0001759197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001893584,0.00007479063,0.9940709,0.00004941662,0.00002033618,0.0001346579,0.003526628,0.0000116771,0.0001525095,0.00001943372,0.0001488597,0.001771848],"study_design_scores_gemma":[0.000003675952,0.00008336354,0.9904541,0.00005823977,0.00001238314,0.0002922862,0.008470775,0.00004869541,0.00003646144,0.000009627675,0.0005255815,0.000004872568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989526,0.0003086604,0.00003257429,0.00008052931,0.000003555953,0.00002507959,0.0001391172,9.6317e-7,0.0004568365],"genre_scores_gemma":[0.9993408,0.0003150549,0.00005745888,0.00006121823,0.000004143111,0.0000302729,0.0000770593,6.821888e-7,0.0001132814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02974764,"threshold_uncertainty_score":0.05914897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475102907943387,"score_gpt":0.3816747044241546,"score_spread":0.234164413629816,"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."}}