{"id":"W4412156597","doi":"10.1371/journal.pone.0327383","title":"Patient education for older adults with cancer and their caregivers: Protocol for a scoping review","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College; University of British Columbia; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Protocol (science); Gerontology; Medicine; MEDLINE; Cancer; Bioinformatics; Biology; Alternative medicine; Internal medicine; Pathology","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":[0.06880713,0.005634939,0.01467453,0.01573892,0.005267819,0.008115277,0.005699208,0.007606842,0.1064242],"category_scores_gemma":[0.05670507,0.006100941,0.01666858,0.01469817,0.003674008,0.009496803,0.0071331,0.00723187,0.01676968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281106,"about_ca_system_score_gemma":0.05575418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006912062,"about_ca_topic_score_gemma":0.01619877,"domain_scores_codex":[0.9756591,0.008502792,0.009528524,0.001763435,0.003065197,0.00148101],"domain_scores_gemma":[0.9621722,0.01330591,0.007074161,0.003060987,0.01249087,0.001896003],"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":[0.007078561,0.000973921,0.0008565508,0.8460464,0.001589228,0.001259266,0.00431305,0.001744165,0.002655623,0.005668295,0.05013022,0.07768457],"study_design_scores_gemma":[0.02035134,0.002593113,0.005157848,0.5261949,0.003768835,0.0009706821,0.004450152,0.001013549,0.002140078,0.008160119,0.4246885,0.0005109141],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002278963,0.001190944,0.0008367497,0.0002328195,0.0001514584,0.9945738,0.002229875,0.00005552645,0.0005009577],"genre_scores_gemma":[0.0001654921,0.001264185,0.002596202,0.0001372695,0.00002060389,0.9949731,0.0004879865,0.000006425066,0.0003488622],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1064242,"threshold_uncertainty_score":0.3638912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244118580365989,"score_gpt":0.4258479559327569,"score_spread":0.301436097896158,"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."}}