{"id":"W2140626896","doi":"10.1093/jncimonographs/lgt005","title":"Advancing Comparative Studies of Patterns of Care and Economic Outcomes in Cancer: Challenges and Opportunities","year":2013,"lang":"en","type":"article","venue":"JNCI Monographs","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Cancer; Productivity; Environmental health; Gerontology; Intensive care medicine; Economic growth","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":[0.01896761,0.0005613233,0.00110948,0.009102806,0.0006160822,0.002675313,0.002013163,0.001262672,0.008165793],"category_scores_gemma":[0.0848853,0.0003688021,0.0008760677,0.02706118,0.001085955,0.007494057,0.002683226,0.001256209,0.000543749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063526,"about_ca_system_score_gemma":0.003212135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790488,"about_ca_topic_score_gemma":0.02012604,"domain_scores_codex":[0.991244,0.005544065,0.0008759483,0.0006839546,0.00126998,0.0003821222],"domain_scores_gemma":[0.9249066,0.04947796,0.01173857,0.003875675,0.007783229,0.002218029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000368085,0.0004120786,0.6221036,0.003690011,0.001411658,0.000122886,0.00140918,0.001205032,0.0001512067,0.02621319,0.02067711,0.3222359],"study_design_scores_gemma":[0.00004386524,0.000450339,0.9564782,0.002092879,0.0002786055,0.0002088708,0.005592554,0.001534896,0.0001225491,0.01160853,0.02152134,0.0000673568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.536207,0.2480342,0.02753668,0.05356002,0.003278358,0.001336267,0.0764662,0.0002176273,0.05336367],"genre_scores_gemma":[0.8157868,0.1195391,0.03432737,0.004445588,0.002132313,0.001170894,0.02106002,0.00009045949,0.001447447],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01896761,"threshold_uncertainty_score":0.1003115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222589875660343,"score_gpt":0.3104057905078151,"score_spread":0.1881468029417808,"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."}}