{"id":"W2209218670","doi":"10.1007/s10198-015-0757-y","title":"Economic burden of toxicities associated with treating metastatic melanoma in eight countries","year":2015,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Amgen","keywords":"Medicine; Diarrhea; Adverse effect; 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":[0.002358324,0.0003002308,0.0003614293,0.002020708,0.0002581248,0.001416971,0.0002282589,0.0003288669,0.001561139],"category_scores_gemma":[0.009849144,0.0001664567,0.001344259,0.002957051,0.0003410568,0.0004975568,0.0008819775,0.0004718751,0.0001082132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033782,"about_ca_system_score_gemma":0.001799487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257259,"about_ca_topic_score_gemma":0.01779211,"domain_scores_codex":[0.9976608,0.001466618,0.0002603348,0.000111272,0.0003343257,0.0001666772],"domain_scores_gemma":[0.9943637,0.001860686,0.002756146,0.00008596427,0.0005928854,0.0003406138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086139,0.000146216,0.8483492,0.00316389,0.002928211,0.001275347,0.0006292699,0.02360732,0.0002917612,0.002974183,0.007906208,0.1076423],"study_design_scores_gemma":[0.0002941829,0.001078599,0.945138,0.004679949,0.002215304,0.003507717,0.002850363,0.009077018,0.0004416954,0.001670525,0.02898076,0.00006589184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262927,0.04512041,0.001122069,0.002753665,0.00007455173,0.0002314657,0.007017702,0.00002735703,0.01736015],"genre_scores_gemma":[0.986702,0.01012767,0.0008984626,0.000301202,0.0000309285,0.00008708793,0.001511796,0.00000569592,0.0003351101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257259,"threshold_uncertainty_score":0.04488236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288019819752227,"score_gpt":0.2447189367407244,"score_spread":0.2159169547655017,"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."}}