{"id":"W6939564872","doi":"10.6084/m9.figshare.24487852","title":"Proactive Symptom Management People Living with Cancer: a Scoping Review Protocol","year":2023,"lang":"en","type":"preprint","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":[0.118819,0.003442351,0.007793545,0.01563364,0.00596635,0.007552511,0.004669391,0.007101554,0.05717473],"category_scores_gemma":[0.09817488,0.005049318,0.009913277,0.01419355,0.004488945,0.007079358,0.007839471,0.006974323,0.01278816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01500685,"about_ca_system_score_gemma":0.1094505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054353,"about_ca_topic_score_gemma":0.03047804,"domain_scores_codex":[0.9517614,0.02013468,0.01828463,0.002733136,0.005087823,0.001998298],"domain_scores_gemma":[0.9315494,0.02778338,0.008342908,0.005276713,0.02402397,0.003023617],"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":[0.006739057,0.000927846,0.002425055,0.7151787,0.001507713,0.001756842,0.01604199,0.003189796,0.003192314,0.0132235,0.09952439,0.1362928],"study_design_scores_gemma":[0.01506526,0.001710386,0.008513654,0.5171843,0.003906217,0.0008431789,0.01001471,0.001206583,0.002573988,0.0127621,0.4256591,0.0005604561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005604852,0.001174443,0.001433642,0.0006055047,0.0001520537,0.9903579,0.004343429,0.00005910922,0.001313434],"genre_scores_gemma":[0.0004550299,0.001424405,0.00463439,0.0001890837,0.00002097336,0.9917749,0.000923888,0.000009348791,0.0005680223],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.118819,"threshold_uncertainty_score":0.6283826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06509829003789774,"score_gpt":0.370574167973545,"score_spread":0.3054758779356472,"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."}}