{"id":"W4389959883","doi":"10.2196/49829","title":"Global, Regional, and National Cancer Burdens of Respiratory and Digestive Tracts from 1990 to 2019 and Their Projections from 2020 to 2044: A Cross-sectional and Age-period-cohort Forecast Study (Preprint)","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preprint; Period (music); Cross-sectional study; Cancer; Cohort; Demography; Medicine; Cohort study; Geography; Environmental health; Internal medicine; Pathology; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007721345,0.0004471701,0.00023336,0.000817692,0.000192301,0.0006028931,0.0004628577,0.0006176982,0.003403129],"category_scores_gemma":[0.001242984,0.0003512882,0.001548673,0.001182557,0.0001573753,0.000758125,0.0005803339,0.0007045835,0.0006441625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340211,"about_ca_system_score_gemma":0.0008795023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07701416,"about_ca_topic_score_gemma":0.06803071,"domain_scores_codex":[0.999816,0.00002922734,0.00001839126,0.00005970173,0.00002054758,0.0000562501],"domain_scores_gemma":[0.9994629,0.00007272085,0.0002011494,0.00004760198,0.0001214449,0.0000942495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909825,0.00005893872,0.9834965,0.00005485772,0.0005037348,0.0001262265,0.0001464184,0.005372221,0.0004097167,0.0004361043,0.005118903,0.003785365],"study_design_scores_gemma":[0.00003132462,0.0000840212,0.9911456,0.00002667909,0.0002400495,0.0001922265,0.0004507282,0.005580332,0.0001704848,0.0003126366,0.001745053,0.00002086676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503196,0.0004321356,0.0007439368,0.0005799427,0.00005104089,0.00001774025,0.04664793,0.0001023634,0.001105255],"genre_scores_gemma":[0.9778588,0.0003313206,0.0004052524,0.00005944467,0.00001713543,0.00002167136,0.02029991,0.00001053132,0.0009959169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07701416,"threshold_uncertainty_score":0.1531317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128972781006578,"score_gpt":0.4705858632963151,"score_spread":0.3576885851956573,"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."}}