{"id":"W4380985443","doi":"10.1002/cam4.6200","title":"Patient and public involvement in cancer research: A scoping review","year":2023,"lang":"en","type":"review","venue":"Cancer Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"CINAHL; PsycINFO; MEDLINE; Narrative; Narrative review; Medicine; Original research; Diversity (politics); Alternative medicine; Medical education; Psychology; Family medicine; Nursing; Computer science; Library science; Pathology; Sociology; Psychological intervention; Political science; Intensive care medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005091681,0.0004795199,0.002756543,0.0008379677,0.0005791321,0.000005797143,0.0003078242,0.0003382063,0.00209583],"category_scores_gemma":[0.0004052006,0.0003286841,0.00009321116,0.001979621,0.0002316638,0.00007665082,0.0005022417,0.002191408,0.0002096501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002702837,"about_ca_system_score_gemma":0.005063192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01056293,"about_ca_topic_score_gemma":0.01984108,"domain_scores_codex":[0.9911372,0.002573085,0.002721792,0.0008477661,0.001160847,0.001559302],"domain_scores_gemma":[0.9959468,0.001521189,0.0008826345,0.0005944333,0.0003129728,0.0007419613],"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":[0.000003760348,0.00002323488,0.0002163694,0.5460138,0.00002427235,0.000009759081,0.000867824,1.526562e-8,1.836928e-8,0.0000583611,0.02338477,0.4293978],"study_design_scores_gemma":[0.0003072209,0.0001384934,0.000003165459,0.5115846,0.00007769387,2.473776e-7,0.000601431,5.630274e-7,1.403085e-8,0.00002435885,0.487132,0.0001301935],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000336692,0.9769431,4.771998e-7,0.003329191,0.002721697,0.01600468,0.0001332208,0.00006315803,0.0007708341],"genre_scores_gemma":[0.000001442837,0.9578635,0.000006133486,0.00863347,0.0009623794,0.03122817,0.0005002068,0.00009367281,0.0007110019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4637472,"threshold_uncertainty_score":0.9999165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8676504096337452,"score_gpt":0.6680640012179846,"score_spread":0.1995864084157606,"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."}}