{"id":"W6977732391","doi":"10.6084/m9.figshare.24487852.v1","title":"Proactive Symptom Management People Living with Cancer: a Scoping Review Protocol","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); MEDLINE; Quality of life (healthcare); Health care; Psychological intervention; mHealth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1163088,0.003557604,0.008579679,0.016017,0.006275113,0.008094217,0.005164668,0.007149318,0.05106774],"category_scores_gemma":[0.0920265,0.005153354,0.01112703,0.01397031,0.004568581,0.007603477,0.008086387,0.007386274,0.01069727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01569428,"about_ca_system_score_gemma":0.1090724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058315,"about_ca_topic_score_gemma":0.03129073,"domain_scores_codex":[0.9520538,0.01975677,0.01818366,0.002808055,0.005047791,0.002149975],"domain_scores_gemma":[0.9361531,0.02418612,0.008596301,0.004969775,0.02294469,0.003150104],"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":[0.007561255,0.001170535,0.002949201,0.7362042,0.001711421,0.001950938,0.01695644,0.003325417,0.003446517,0.01299036,0.07862162,0.1331121],"study_design_scores_gemma":[0.01640986,0.002000702,0.01015965,0.5812544,0.004394765,0.0009384256,0.01145302,0.001438544,0.002630011,0.01270178,0.3560145,0.0006044047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005591005,0.001092237,0.001237851,0.0005373759,0.0001274283,0.9922116,0.00310954,0.00004488599,0.001079988],"genre_scores_gemma":[0.0004888755,0.001435988,0.004308044,0.0001976971,0.00001965172,0.9923406,0.0007414195,0.000007636274,0.0004601065],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1163088,"threshold_uncertainty_score":0.6151071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040726609762396,"score_gpt":0.3531733760315345,"score_spread":0.3127661099339106,"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."}}