{"id":"W4394681044","doi":"10.2196/56888","title":"The Experience of Cancer-Related Cognitive Impairment Across Common Cancers: Protocol for a Qualitative Systematic Review","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Cognitive impairment; Cognition; Qualitative research; Medicine; Psychology; Alternative medicine; Computer science; Psychiatry; World Wide Web; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1288174,0.004721725,0.00965395,0.01242589,0.006010278,0.006356085,0.006367941,0.005813521,0.0684116],"category_scores_gemma":[0.1106284,0.005140048,0.01188579,0.01104156,0.005669112,0.008924217,0.007512725,0.006769709,0.008698937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01754059,"about_ca_system_score_gemma":0.06774703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008425951,"about_ca_topic_score_gemma":0.01963512,"domain_scores_codex":[0.9424385,0.03068466,0.01452355,0.003650362,0.005823049,0.002879747],"domain_scores_gemma":[0.9237323,0.03600078,0.009447508,0.007154647,0.02066602,0.002998693],"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":[0.008536747,0.001161915,0.001683965,0.801644,0.001784337,0.002038003,0.03491666,0.002795587,0.003609636,0.01085111,0.04082775,0.09015024],"study_design_scores_gemma":[0.03648435,0.005010408,0.008613274,0.5056178,0.005531274,0.001508536,0.0420826,0.002837732,0.004940858,0.02820874,0.3582297,0.0009348208],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005418521,0.0006784635,0.001423,0.0002746138,0.0001062244,0.9949254,0.001634818,0.00004129665,0.0003742742],"genre_scores_gemma":[0.0003341507,0.0003461142,0.00277165,0.00009308208,0.000006516778,0.9961397,0.0001770938,0.000003821139,0.0001277898],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1288174,"threshold_uncertainty_score":0.6812598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3131172866401749,"score_gpt":0.6719001202252524,"score_spread":0.3587828335850775,"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."}}