{"id":"W2751640563","doi":"10.1002/hep.29498","title":"Projections of primary liver cancer to 2030 in 30 countries worldwide","year":2017,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":339,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; World Health Organization","keywords":"Medicine; Cohort; Demography; China; Incidence (geometry); Liver cancer; Developed country; Cancer; Mortality rate; Environmental health; Geography; Population; Surgery; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00169344,0.00099258,0.0003141815,0.001220796,0.0003247388,0.0008679326,0.000548496,0.0006149846,0.006085221],"category_scores_gemma":[0.002661929,0.0003293919,0.002204125,0.001399864,0.0001540658,0.0012455,0.001056766,0.0008350776,0.001845347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091231,"about_ca_system_score_gemma":0.002468504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04935543,"about_ca_topic_score_gemma":0.0391819,"domain_scores_codex":[0.9994372,0.0001867577,0.00005258928,0.00008219983,0.0001324294,0.0001088684],"domain_scores_gemma":[0.9989387,0.0001004822,0.0002329558,0.00003640774,0.000530332,0.0001611689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004609944,0.0001225009,0.4696676,0.001234027,0.001287165,0.001805899,0.0004767183,0.2797356,0.001763201,0.01163316,0.1435705,0.08824262],"study_design_scores_gemma":[0.0002653205,0.0005502446,0.4801234,0.00202998,0.001538394,0.004277297,0.00251985,0.3025596,0.002673869,0.02665699,0.1764797,0.0003253701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6307305,0.01965445,0.08131146,0.0279907,0.001539855,0.0003452459,0.1577307,0.002299041,0.07839796],"genre_scores_gemma":[0.918318,0.008210313,0.01881179,0.001473221,0.0001657944,0.000311328,0.04863122,0.00009506434,0.00398341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04935543,"threshold_uncertainty_score":0.09813625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852525121004714,"score_gpt":0.3328344035709306,"score_spread":0.2943091523608835,"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."}}