{"id":"W4254354993","doi":"10.2217/fon.15.340","title":"Addressing Future Challenges for Cancer Services: Part II","year":2016,"lang":"en","type":"article","venue":"Future Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; 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":[0.009230344,0.0008826164,0.000660693,0.001576454,0.005256031,0.01198388,0.002458388,0.007879348,0.04035249],"category_scores_gemma":[0.02325868,0.000552198,0.000805325,0.002549327,0.003583647,0.008000913,0.008338937,0.009386566,0.00892296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514247,"about_ca_system_score_gemma":0.04451532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977298,"about_ca_topic_score_gemma":0.0330207,"domain_scores_codex":[0.9916041,0.002681103,0.0004925703,0.0004275409,0.002808952,0.001985651],"domain_scores_gemma":[0.9796616,0.002799358,0.0009570108,0.0006020606,0.004407829,0.01157219],"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":[0.000007678842,0.00003646072,0.0004374517,0.0003853538,0.000006455647,0.00009695368,0.0005440103,0.00008512905,0.00006761542,0.006202069,0.939729,0.05240177],"study_design_scores_gemma":[0.000006485497,0.00003247973,0.002051984,0.001540494,0.000003696224,0.0002589222,0.002067676,0.00006562206,0.00002846603,0.003831821,0.9900948,0.00001754879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008759957,0.03634916,0.000627187,0.8757578,0.03885182,0.000331177,0.0001183611,0.000106238,0.04698226],"genre_scores_gemma":[0.03666385,0.1632726,0.004705943,0.5892009,0.06283659,0.002317786,0.001071488,0.0003633209,0.1395676],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04035249,"threshold_uncertainty_score":0.1349925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08915121470434152,"score_gpt":0.3078357438251544,"score_spread":0.2186845291208129,"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."}}