{"id":"W6887742796","doi":"10.17605/osf.io/v6rx8","title":"Minimum Requirements for the Development of a Cancer Care Program in LMICs: A Scoping Review.","year":2022,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer; Survivorship curve; Health care; Productivity; Population; Cancer screening; Public health; Liberian dollar; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03617551,0.002032221,0.005470069,0.01423438,0.00191444,0.007167758,0.004433108,0.003953803,0.01260005],"category_scores_gemma":[0.09452491,0.001599115,0.007350991,0.01213362,0.001657506,0.006855193,0.005184258,0.003237634,0.001390204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158378,"about_ca_system_score_gemma":0.05982489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563285,"about_ca_topic_score_gemma":0.03306392,"domain_scores_codex":[0.9764297,0.008599749,0.008689871,0.001142206,0.004347752,0.0007907077],"domain_scores_gemma":[0.9434179,0.03657304,0.008478045,0.001084663,0.009053597,0.001392737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00013813,0.00005396161,0.0005805861,0.8248293,0.000901152,0.0001582729,0.0006981273,0.0004375288,0.0001632682,0.002991762,0.006200069,0.1628478],"study_design_scores_gemma":[0.00005297577,0.00008162809,0.0009570888,0.9524253,0.002235688,0.0001571911,0.0004255891,0.00009041749,0.0001079246,0.000786331,0.04266047,0.0000194578],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009100814,0.9809652,0.00128902,0.004258418,0.0004468769,0.005669942,0.001878597,0.00004775173,0.004534094],"genre_scores_gemma":[0.01263542,0.9646914,0.008543557,0.001972977,0.0001693357,0.009977496,0.001323192,0.00002653799,0.0006601099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03617551,"threshold_uncertainty_score":0.1913167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1963268439343024,"score_gpt":0.5197654663703145,"score_spread":0.3234386224360121,"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."}}