{"id":"W2920385419","doi":"10.21037/atm.2019.02.44","title":"Is smoking causally-associated with hepatitis B virus-related hepatocellular carcinoma?","year":2019,"lang":"en","type":"letter","venue":"Annals of Translational Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Hepatitis B virus; Virology; Hepatitis virus; Virus; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002508709,0.0005931183,0.001401644,0.0004175305,0.00007255123,0.000009282672,0.0001715113,0.0007087216,0.001522372],"category_scores_gemma":[0.00005569969,0.0004343851,0.0003980078,0.0004001374,0.0002837756,0.0001006806,0.00001511125,0.0009139619,0.00003209578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005938793,"about_ca_system_score_gemma":0.0004207655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021493,"about_ca_topic_score_gemma":0.00004687001,"domain_scores_codex":[0.9960999,0.0001147494,0.0008881388,0.0006607086,0.001744513,0.0004919369],"domain_scores_gemma":[0.9973962,0.0005594654,0.0005400254,0.0005385597,0.0007984692,0.0001672825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422864,0.0002689552,0.5591045,0.0004828237,0.003144831,0.001270989,0.0004438102,0.000005094033,0.00003674241,0.00004968811,0.4348066,0.0002436849],"study_design_scores_gemma":[0.009670733,0.003133466,0.8550361,0.008739107,0.006150729,0.00007303643,0.00001812065,0.0004382589,0.00225882,0.0004666702,0.1131991,0.0008158315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2799774,0.006947079,0.00001260727,0.7075323,0.0002630374,0.00120732,0.001109878,0.0000621728,0.00288814],"genre_scores_gemma":[0.6884187,0.001034774,0.0000206739,0.3001589,0.0006624089,0.00005156311,0.008593989,0.00009742825,0.0009616073],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4084413,"threshold_uncertainty_score":0.9998108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284543780309286,"score_gpt":0.2953558584786525,"score_spread":0.2325104206755596,"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."}}