{"id":"W4392161521","doi":"10.1371/journal.pone.0296658","title":"Services, models of care, and interventions to improve access to cancer treatment for adults who are socially disadvantaged: A scoping review protocol","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Manitoba","funders":"University of Manitoba","keywords":"Disadvantaged; CINAHL; Psychological intervention; Receipt; Disadvantage; Medicine; MEDLINE; Psychology; Gerontology; Nursing; Family medicine; Business; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08784145,0.004849343,0.01231677,0.02244852,0.005792281,0.009998322,0.007947466,0.009042231,0.08524387],"category_scores_gemma":[0.07516894,0.004933844,0.01391666,0.02227712,0.00470482,0.008667373,0.008235595,0.006755329,0.01342939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01956169,"about_ca_system_score_gemma":0.1153674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331678,"about_ca_topic_score_gemma":0.03114128,"domain_scores_codex":[0.9657423,0.01416976,0.01175611,0.002233825,0.004350978,0.001747004],"domain_scores_gemma":[0.9547225,0.01984956,0.006418162,0.003055704,0.01379023,0.002163825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003240369,0.0007163312,0.0009483789,0.8252613,0.001145677,0.000951088,0.006142179,0.002091276,0.001096791,0.009820615,0.03528335,0.1133027],"study_design_scores_gemma":[0.008904393,0.001874429,0.003928767,0.6719906,0.004460093,0.0005174397,0.005916985,0.001168065,0.001311066,0.008502821,0.2910781,0.000347276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002098638,0.001401734,0.000811313,0.0002594063,0.00007200363,0.9940455,0.002325956,0.00003430025,0.0008398323],"genre_scores_gemma":[0.0002572257,0.002442305,0.004708937,0.0001158071,0.00001240637,0.9915243,0.0005167401,0.000005507587,0.0004167668],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08784145,"threshold_uncertainty_score":0.4645556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2934799195924598,"score_gpt":0.5122818342206474,"score_spread":0.2188019146281876,"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."}}