{"id":"W88580923","doi":"10.15173/m.v1i15.742","title":"Examining the Increasing Prevalence of Hepatocellular Carcinoma in Canada","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Environmental health; Peer review; Public health; Political science; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005362166,0.0002141042,0.0002780601,0.003003733,0.002318725,0.001100987,0.001173594,0.0004683314,0.003715294],"category_scores_gemma":[0.002917231,0.0002859189,0.0005845413,0.007414736,0.0004830007,0.0004462654,0.0007744867,0.0007405194,0.0003562745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03298227,"about_ca_system_score_gemma":0.03640524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971071,"about_ca_topic_score_gemma":0.9985813,"domain_scores_codex":[0.9991128,0.00005287405,0.00006507777,0.0001000753,0.0003793714,0.0002898285],"domain_scores_gemma":[0.9966514,0.0001219695,0.000458963,0.00005433187,0.002184847,0.0005285711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005737939,0.00002348465,0.9847922,0.00009167723,0.00004113046,0.00015203,0.0005428754,0.00008273301,0.0001749154,0.0001626121,0.002800719,0.01107824],"study_design_scores_gemma":[0.000008575443,0.00002348597,0.9932602,0.00008552545,0.00005509503,0.0001719453,0.002881058,0.0003053819,0.0001045758,0.00003704769,0.003055893,0.00001117285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603922,0.005955166,0.0003177663,0.003329737,0.00008164605,0.0001165802,0.01480643,0.00004095832,0.01495952],"genre_scores_gemma":[0.9904208,0.003627019,0.0003850658,0.0005785946,0.00001918466,0.00002319255,0.002065669,0.000009941429,0.002870579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03298227,"threshold_uncertainty_score":0.2393042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417088235240894,"score_gpt":0.2460900324874049,"score_spread":0.2119191501349959,"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."}}