{"id":"W7077481180","doi":"10.17605/osf.io/xngpu","title":"Assessments and interventions for patient-centered communication in older adults with cancer: a scoping review protocol","year":2025,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scope (computer science); Psychological intervention; Protocol (science); Cancer; Cancer incidence; MEDLINE; Intervention (counseling); Systematic review","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007090431,0.0001814588,0.000354294,0.0001421032,0.000195369,0.0004648513,0.003336806,0.0001143984,0.0002104985],"category_scores_gemma":[0.0003170772,0.0001493957,0.00003976359,0.0009438687,0.0001895442,0.0003813776,0.001978391,0.0002467816,0.000001681984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005862763,"about_ca_system_score_gemma":0.0006241653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002979445,"about_ca_topic_score_gemma":0.0004154946,"domain_scores_codex":[0.9983513,0.00007553124,0.0003320702,0.0007249536,0.0002325652,0.0002835311],"domain_scores_gemma":[0.9981252,0.00009111787,0.0004326465,0.001126657,0.0001590248,0.00006537155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000122596,0.001235498,0.004573385,0.1523664,0.00009018977,0.00001212638,0.001652451,0.00003095968,0.000007625243,0.02572332,0.1090636,0.7051219],"study_design_scores_gemma":[0.0007317651,0.0001017557,0.0002159447,0.9662693,0.00001141883,0.000002061837,0.00005883781,0.0006053966,0.00003034861,0.001316288,0.03036155,0.00029536],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000008461105,0.006200572,0.2046137,0.007244837,0.0003388036,0.436514,0.00004503238,0.0001547948,0.3448798],"genre_scores_gemma":[0.0006431728,0.001733541,0.40308,0.001740479,0.0000281811,0.5331165,0.0000232089,0.00003423856,0.05960063],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8139029,"threshold_uncertainty_score":0.6200671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074556697715917,"score_gpt":0.4204288291560767,"score_spread":0.3796832621789176,"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."}}