{"id":"W2801936696","doi":"","title":"Achieving World Class Outcomes in Cancer Treatment","year":2011,"lang":"en","type":"article","venue":"Monographs","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Medicine; World class; Demography; Political science; Sociology; Law; Engineering","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":[0.01580657,0.0005072085,0.0006685433,0.0008562534,0.002682197,0.008323163,0.001109037,0.002893503,0.01914501],"category_scores_gemma":[0.03778321,0.0002067266,0.0008843506,0.0007716064,0.003133738,0.007150784,0.01172891,0.01155813,0.003891112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006388324,"about_ca_system_score_gemma":0.007657946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004018163,"about_ca_topic_score_gemma":0.008117503,"domain_scores_codex":[0.990021,0.004139891,0.0004734652,0.0004706924,0.002583265,0.002311697],"domain_scores_gemma":[0.9811124,0.002969066,0.00100046,0.0004830136,0.002598068,0.01183704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006627137,0.00008449797,0.002832115,0.0002519003,0.00002475239,0.00006333321,0.00165723,0.0001203259,0.0000433949,0.02724473,0.7843719,0.1832394],"study_design_scores_gemma":[0.00003423321,0.0002236654,0.009006233,0.001067048,0.00001723805,0.0002471547,0.003593638,0.0001087526,0.0001058278,0.02464321,0.9609133,0.00003970152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005264396,0.03273402,0.001219279,0.8241195,0.04960395,0.00008200535,0.0002336765,0.0001093775,0.08663384],"genre_scores_gemma":[0.2883191,0.1002652,0.006158123,0.3893974,0.08937912,0.0007722559,0.0021938,0.0006127204,0.1229023],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01914501,"threshold_uncertainty_score":0.08359414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846059870056632,"score_gpt":0.3716044652642907,"score_spread":0.1869984782586275,"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."}}