{"id":"W4415760805","doi":"10.31344/ijhhs.v9i4.869","title":"Trends, Risk Factors and Treatment of Common Cancers: Outcome of Hospital Based Survey Conducted in Dhaka, Bangladesh","year":2025,"lang":"","type":"article","venue":"International Journal of Human and Health Sciences (IJHHS)","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Cancer; Lung cancer; Stomach cancer; Incidence (geometry); Radiation therapy; Disease; Chemotherapy; Chewing tobacco; Colorectal cancer","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":[0.0003075729,0.0002151547,0.0002351215,0.0007445212,0.0004363329,0.000423291,0.0002975775,0.000306331,0.001635646],"category_scores_gemma":[0.001100002,0.000243228,0.0002841002,0.002004448,0.0002404729,0.0004583339,0.0004936572,0.0003749151,0.0004465201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511668,"about_ca_system_score_gemma":0.00070061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04199259,"about_ca_topic_score_gemma":0.04608006,"domain_scores_codex":[0.999615,0.0001023845,0.00007970141,0.00006556622,0.00005878035,0.00007855829],"domain_scores_gemma":[0.9991565,0.00007665094,0.000406369,0.00003083004,0.0001863767,0.0001432068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002495165,0.00001828764,0.9989127,0.0000253106,0.00001194436,0.00004537124,0.0001798603,0.00001828471,0.0001100128,0.00000537735,0.0000976334,0.0005502322],"study_design_scores_gemma":[0.000002409219,0.00005570753,0.9983456,0.000008723603,0.000005517255,0.00008901869,0.00124548,0.00002375203,0.00002469102,0.00000389648,0.0001918904,0.000003330993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941063,0.0002386231,0.00003760872,0.0001030111,0.000002777088,0.00004205911,0.004674035,0.000003656831,0.0007919906],"genre_scores_gemma":[0.9976834,0.000295712,0.00004855624,0.00003040276,0.000002098595,0.00003089299,0.001683343,0.000001105877,0.0002244267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04199259,"threshold_uncertainty_score":0.08349627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229209860825098,"score_gpt":0.4473041817203758,"score_spread":0.3243831956378661,"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."}}