{"id":"W4220693353","doi":"10.1200/go.21.00407","title":"Cancer Burden Among Arab World Males in 2020: The Need for a Better Approach to Improve Outcome","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Male Breast Health Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Cancer; Outcome (game theory); Disease; Burden of disease; MEDLINE; Population; Public health","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":[0.002318975,0.0004580694,0.0005578915,0.001454368,0.0009418004,0.002131362,0.0005502987,0.0007347643,0.007561967],"category_scores_gemma":[0.005707417,0.0001217775,0.0006158503,0.001251538,0.0005053742,0.002635148,0.001258295,0.001697481,0.001251497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623865,"about_ca_system_score_gemma":0.004273535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469635,"about_ca_topic_score_gemma":0.01732236,"domain_scores_codex":[0.9992724,0.0002786485,0.00006017552,0.00006790933,0.0002077485,0.0001131517],"domain_scores_gemma":[0.9972357,0.000478501,0.0005985033,0.00007506252,0.0009173495,0.0006947729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001585402,0.0002046207,0.2709359,0.003280917,0.0003177444,0.000376452,0.001733707,0.00087894,0.0007611454,0.008791371,0.1972582,0.5153025],"study_design_scores_gemma":[0.0000516252,0.0005965494,0.6036872,0.01378991,0.0004902641,0.001947788,0.0238745,0.001647876,0.000901388,0.01797207,0.3348529,0.0001880299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1251868,0.2913449,0.003882942,0.5314147,0.005758432,0.0001412383,0.01046013,0.0004244817,0.03138642],"genre_scores_gemma":[0.6663213,0.2642255,0.01033845,0.0371627,0.007814039,0.0003266229,0.00869578,0.00007850538,0.005037145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01469635,"threshold_uncertainty_score":0.02922165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520493884977268,"score_gpt":0.3719816244234619,"score_spread":0.3367766855736892,"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."}}