{"id":"W2906554411","doi":"10.1016/j.jval.2018.09.304","title":"PCN222 - TREATMENT PATTERNS AND HEALTHCARE RESOURCE UTILISATION (HCRU) IN ADVANCED HEPATOCELLULAR CARCINOMA (HCC) IN CANADA AND EUROPE","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Sorafenib; Internal medicine; Hepatitis C; Cancer; Liver disease; Liver cancer; Adverse effect; Medical record; Hepatitis; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007700176,0.0002768951,0.0005101648,0.002007171,0.001151107,0.002226832,0.001146964,0.0007104015,0.003260433],"category_scores_gemma":[0.002887417,0.0002885036,0.001434751,0.006898538,0.0006874756,0.0005146285,0.001007396,0.001138383,0.0002473281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0270893,"about_ca_system_score_gemma":0.02336884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900633,"about_ca_topic_score_gemma":0.9906961,"domain_scores_codex":[0.9989313,0.00009727526,0.000107842,0.000137116,0.0002413335,0.0004849609],"domain_scores_gemma":[0.9967871,0.0002266336,0.0007466397,0.00009147222,0.00108871,0.001059517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002182925,0.00004275707,0.9914109,0.00004496472,0.0002581148,0.0001323448,0.000214663,0.0008112826,0.00008654992,0.0005568833,0.001779472,0.004443866],"study_design_scores_gemma":[0.000008370178,0.00001439224,0.9965363,0.00005831622,0.00005840972,0.00007975612,0.0008011831,0.0006078706,0.00005230015,0.00008294645,0.001683906,0.00001635697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792635,0.005234378,0.0001158502,0.001315773,0.00003399784,0.00001718755,0.01099225,0.00001305204,0.00301407],"genre_scores_gemma":[0.991932,0.001681607,0.00007290827,0.0001512352,0.00001233251,0.000006754663,0.00476697,0.00001231527,0.00136399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0270893,"threshold_uncertainty_score":0.1965476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511909730936406,"score_gpt":0.2382277381418539,"score_spread":0.1870367650482133,"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."}}