{"id":"W4387378743","doi":"10.1371/journal.pone.0292239","title":"Comparative analysis of disease modelling for health economic evaluations of systemic therapies in advanced hepatocellular carcinoma","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de Macau","keywords":"EconLit; Hepatocellular carcinoma; Medicine; Economic evaluation; MEDLINE; Checklist; Internal medicine; Pathology; Psychology; Political science","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":[0.1655895,0.002495741,0.008258774,0.008060924,0.0004950048,0.004920874,0.002829536,0.002636034,0.009791502],"category_scores_gemma":[0.3258655,0.0009400048,0.01518737,0.006292701,0.001145106,0.003826217,0.003431918,0.003195332,0.0003766835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006781737,"about_ca_system_score_gemma":0.005853265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000719,"about_ca_topic_score_gemma":0.001633052,"domain_scores_codex":[0.7591009,0.2222369,0.009524199,0.002141187,0.00608736,0.0009094963],"domain_scores_gemma":[0.6337078,0.3421228,0.01404852,0.005108035,0.004383194,0.0006296359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02209314,0.001337116,0.01305126,0.2430956,0.1453535,0.0004882101,0.0009048062,0.1969936,0.0004639695,0.071571,0.004640299,0.3000074],"study_design_scores_gemma":[0.01926256,0.02240517,0.02156134,0.1792147,0.1910699,0.001068503,0.001378048,0.3084044,0.001847086,0.2115878,0.0414626,0.0007380487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09285518,0.6308087,0.2298955,0.007053616,0.001934637,0.01395678,0.005822986,0.0002413303,0.01743127],"genre_scores_gemma":[0.7669441,0.1176085,0.08886758,0.001326729,0.0005994602,0.02093658,0.00282077,0.0001251731,0.0007711261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1655895,"threshold_uncertainty_score":0.8757316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2119138496148312,"score_gpt":0.3357729515734386,"score_spread":0.1238591019586073,"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."}}