{"id":"W3209456372","doi":"10.1177/10732748211053149","title":"Knowledge and Beliefs of Cancer Risk Factors and Early Cancer Symptoms in Lebanon: A Cross-sectional Survey Among Adults in the Community","year":2021,"lang":"en","type":"article","venue":"Cancer Control","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Worry; Cross-sectional study; Cancer; Quarter (Canadian coin); Population; Family medicine; Risk perception; Cancer prevention; Environmental health; Young adult; Gerontology; Psychiatry; Internal medicine; Psychology; Pathology; Anxiety; Perception","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008584773,0.0001981085,0.0005023265,0.00009130378,0.0001504996,0.00004717532,0.0001424641,0.000140432,0.00008937441],"category_scores_gemma":[0.0002887973,0.0001473479,0.00006514478,0.0004404274,0.0003043905,0.0001624236,0.00005871887,0.000716714,3.388446e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249538,"about_ca_system_score_gemma":0.0004606947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.343178,"about_ca_topic_score_gemma":0.508512,"domain_scores_codex":[0.9981717,0.000546666,0.0004152982,0.0002949017,0.0002630213,0.0003084433],"domain_scores_gemma":[0.9985293,0.0005858526,0.0001689927,0.0002673181,0.0003429728,0.0001056098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005432723,0.0000724219,0.9921534,0.0001027687,0.0001003835,0.00001196439,0.004058488,0.0001161648,0.000130466,0.000009776329,0.00003859761,0.002662271],"study_design_scores_gemma":[0.005130279,0.0001332547,0.9929215,0.0005639723,0.00004918723,0.000004628635,0.0004727969,0.0003073762,0.0001642413,0.00002066537,0.00009101517,0.0001411191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96143,0.03730125,0.000007366072,0.00009770319,0.0002013402,0.0004011808,0.000399844,0.000009698788,0.000151665],"genre_scores_gemma":[0.9969747,0.00236879,0.000003041364,0.0002209229,0.000123235,0.0002152301,0.00001224512,0.00001460448,0.00006719791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165334,"threshold_uncertainty_score":0.6611958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05439765360838059,"score_gpt":0.358789353770891,"score_spread":0.3043917001625104,"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."}}