{"id":"W3124248290","doi":"","title":"The Impact of New Drug Launches on Life-Years Lost in 2015 from 19 Types of Cancer in 36 Countries","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer drugs; Cancer incidence; Cancer; Medicine; Demography; Incidence (geometry); Environmental health; Mathematics; 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":[0.005626027,0.0005278,0.001122409,0.001502503,0.000204229,0.00130919,0.0005959646,0.0005566109,0.001767024],"category_scores_gemma":[0.01111304,0.0003720316,0.004479451,0.001907317,0.000719605,0.001026093,0.001881695,0.001116401,0.0002112805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864593,"about_ca_system_score_gemma":0.0009733744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762906,"about_ca_topic_score_gemma":0.008603159,"domain_scores_codex":[0.9958066,0.001912422,0.0005144275,0.0006394941,0.0004227322,0.0007043298],"domain_scores_gemma":[0.9901353,0.003221819,0.0052251,0.0003757537,0.0004275925,0.0006144216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001842412,0.0001412788,0.9549063,0.0003552854,0.004520027,0.0001970411,0.0001379393,0.02677433,0.0002074433,0.0009996672,0.001023153,0.008894976],"study_design_scores_gemma":[0.0001258973,0.001096801,0.9865846,0.0001266964,0.001758836,0.0001844309,0.0003534028,0.006873831,0.000492884,0.0004900226,0.00185816,0.00005453635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865231,0.004133913,0.0009727732,0.0003706098,0.00006216815,0.00004324964,0.006945906,0.00002753475,0.0009207487],"genre_scores_gemma":[0.9957269,0.0006530811,0.0002797207,0.00006952348,0.00001733234,0.00002343062,0.002934106,0.000004245155,0.0002916295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762906,"threshold_uncertainty_score":0.0350529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055077500718524,"score_gpt":0.4171593322622616,"score_spread":0.3116515821904092,"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."}}