{"id":"W4387918895","doi":"10.2196/45145","title":"The Impact of Digital Technology on Self-Management in Cancer: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; Randomized controlled trial; MEDLINE; Quality of life (healthcare); Self-management; Digital health; Intervention (counseling); Psychology; Health care; Nursing; Internal medicine","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":[0.006934477,0.001088572,0.007149105,0.006851496,0.0006200357,0.002577558,0.001481983,0.001602962,0.004916525],"category_scores_gemma":[0.04254441,0.0008022242,0.006323377,0.009376348,0.0008999239,0.002283387,0.001434521,0.001255838,0.0002762374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004204361,"about_ca_system_score_gemma":0.012035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008926427,"about_ca_topic_score_gemma":0.02456525,"domain_scores_codex":[0.9934855,0.002739373,0.001949261,0.0003911947,0.001224127,0.0002105858],"domain_scores_gemma":[0.9664051,0.02598165,0.004975737,0.0003803713,0.00185682,0.00040035],"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":[0.0002221448,0.00002514583,0.0006059434,0.96333,0.006763473,0.00005730064,0.000166986,0.00007249147,0.00005521107,0.0001221464,0.0007753801,0.02780378],"study_design_scores_gemma":[0.0004585804,0.0003552278,0.004910519,0.9218343,0.06033003,0.0002884882,0.0003205402,0.0001179208,0.0001554128,0.0001854284,0.01100842,0.0000350076],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002017124,0.9965206,0.000103743,0.0001816858,0.00008333549,0.0004569649,0.0002843529,0.000009528549,0.0003425043],"genre_scores_gemma":[0.0284302,0.9693792,0.0006227107,0.0003531916,0.0000658787,0.0008508967,0.0001698416,0.000004972143,0.0001232566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008926427,"threshold_uncertainty_score":0.03667349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512841880279542,"score_gpt":0.4280843576673571,"score_spread":0.3829559388645617,"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."}}