{"id":"W2265842034","doi":"10.2217/fon.15.339","title":"Addressing Future Challenges for Cancer Services: Part I","year":2016,"lang":"en","type":"article","venue":"Future Oncology","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Officer; Cancer survivorship; Family medicine; Public health; Survivorship curve; Management; Cancer; Nursing; Political science; Law","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":[0.01008948,0.0009348695,0.0007952156,0.001551398,0.006794944,0.01451937,0.002777759,0.01073257,0.04044494],"category_scores_gemma":[0.02983624,0.0006783278,0.0008545776,0.002451304,0.004484907,0.009659108,0.01088893,0.01359232,0.01027171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01580064,"about_ca_system_score_gemma":0.04869204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902199,"about_ca_topic_score_gemma":0.0326879,"domain_scores_codex":[0.9905809,0.003154012,0.0005873137,0.0005384207,0.002832248,0.002307016],"domain_scores_gemma":[0.9662393,0.004296438,0.001547813,0.0007974276,0.005677914,0.02144105],"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":[0.00000555278,0.0000278592,0.000373801,0.0002647382,0.00000668469,0.00008597341,0.0005278414,0.00005846183,0.00005328506,0.003394814,0.9597543,0.03544663],"study_design_scores_gemma":[0.00000708776,0.00003339304,0.001771809,0.001393189,0.00000434239,0.0002998809,0.002820159,0.00006421428,0.00002423261,0.004152048,0.9894081,0.00002163238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004916263,0.01938259,0.0003827494,0.9328447,0.02645769,0.0001556722,0.00005899147,0.00008712,0.02013883],"genre_scores_gemma":[0.02785512,0.1128012,0.004350618,0.7058535,0.06503771,0.001514145,0.0006934348,0.0003324713,0.08156195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04044494,"threshold_uncertainty_score":0.1353018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2789976414058228,"score_gpt":0.5165407456196554,"score_spread":0.2375431042138325,"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."}}